MARVEL Dataset Index

The dataset index lists all published datasets resulting from NCCR MARVEL research. It is updated every year, in March. Most of the datasets are available on the Materials Cloud Archive open repository. Below is the general list. For datasets related to a specific project, click on the links hereafter: for phase III, Pillar1, Pillar2, Pillar3, Pillar4, ASM, QS and, for phase II, DD1, DD2, DD3, DD4, DD5, DD6, Inc1, Inc2, OSP, HPC.

Last update 26 March 2026

10.24435/materialscloud:yf-kf — Two-dimensional materials from high-throughput computational exfoliation of experimentally known compounds, by N. Mounet, M. Gibertini, P. Schwaller, D. Campi, A. Merkys, A. Marrazzo, T. Sohier, I. E. Castelli, A. Cepellotti, G. Pizzi, N. Marzari
Related MARVEL publications:
- T. Carey, K. Synnatschke, G. Ghosh, L. Anzi, E. Caffrey, E. Coleman, C. Lin, A. Dawson, S. Liu, R. Wells, M. McCrystall, J. Plutnar, I. Plutnarová, J. Neilson, N. Marzari, L. D. A. Siebbeles, R. Sordan, Z. Sofer, J. N. Coleman, Electronic properties and circuit applications of networks of electrochemically exfoliated 2D nanosheets, Nature Communications 16, 9038 (2025). [Open Access URL]
  Group(s): Marzari / Project(s): P4
- T. Nowack, L. Bastonero, T. Knickrehm, T. Carey, O. Cassidy, J. N. Coleman, Z. Sofer, K. R. Synnatschke, N. Marzari, C. Backes, Assessing quality and purity of MoS₂ nanosheets by diffuse reflectance IR spectroscopy, 2D Materials12, 045021 (2025). [Open Access URL]
  Group(s): Marzari / Project(s): P4
10.24435/materialscloud:xq-dy — Quasiparticle effects and strong excitonic features in exfoliable 1D semiconducting materials, by S. Grillo, C. Cignarella, F. Bechstedt, P. Gori, M. Palummo, D. Campi, N. Marzari, O. Pulci
Related MARVEL publication:
- S. Grillo, C. Cignarella, F. Bechstedt, P. Gori, M. Palummo, D. Campi, N. Marzari, O. Pulci, Quasiparticle Effects and Strong Excitonic Features in Exfoliable 1D Semiconducting Materials, ACS Nano 20, 2664 (2026). [Open Access URL]
  Group(s): Marzari / Project(s): P4
10.24435/materialscloud:34-sg — Spin fluctuations steer the electronic behavior in the FeSb3 skutterudite, by D. L. Enrico, d. S. Flaviano José, M. Nicola
Related MARVEL publication:
- E. D. Lucente, F. J. d. Santos, N. Marzari, Spin fluctuations steer the electronic behavior in the FeSb₃ skutterudite, Physical Review Research 8, 013174 (2026). [Open Access URL]
  Group(s): Marzari / Project(s): P4
10.24435/materialscloud:r5-vh — Comparing the latent features of universal machine-learning interatomic potentials, by S. Chorna, D. Tisi, C. Malosso, W. B. How, M. Ceriotti, S. Chong
Related MARVEL publication:
- S. Chorna, D. Tisi, C. Malosso, W. B. How, M. Ceriotti, S. Chong, Comparing the latent features of universal machine-learning interatomic potentials, arXiv:2512.05717 (2025). [Open Access URL]
  Group(s): Ceriotti / Project(s): P2
10.24435/materialscloud:e6-e4 — OCV intercalation workflow implemented across DFT and workflow engines, by S. Krarup Steensen, T. Singh Thakur, M. Dillenz, J. M. Carlsson, C. R. Caldeira Rego, E. Flores, H. Hajiyani, F. Hanke, J. M. G. Lastra, W. Wenzel, N. Marzari, T. Vegge, G. Pizzi, I. E. Castelli
Related MARVEL publication:
- S. K. Steensen, T. S. Thakur, M. Dillenz, J. M. Carlsson, C. R. C. Rêgo, E. Flores, H. Hajiyani, F. Hanke, J. M. G. Lastra, W. Wenzel, N. Marzari, T. Vegge, G. Pizzi, I. E. Castelli, The Interoperability Challenge in DFT Workflows Across Implementations, arXiv:2511.11524 (2025). [Open Access URL]
  Group(s): Marzari, Pizzi / Project(s): P3, P4
10.24435/materialscloud:zd-55 — Electronic properties of on-surface synthesized (4,1,4) chiral graphene nanoribbons, by O. Deniz, C. Sanchez-Sanchez, Q. Chen, P. Shinde, C. A. Pignedoli, J. Liu, X. Feng, A. Narita, K. Müllen, R. Fasel, D. Passerone, P. Ruffieux
Related MARVEL publication:
- O. Deniz, C. Sánchez-Sánchez, Q. Chen, P. Shinde, C. A. Pignedoli, J. Liu, X. Feng, A. Narita, K. Müllen, R. Fasel, D. Passerone, P. Ruffieux, Electronic properties of on-surface synthesized (4,1,4) chiral graphene nanoribbons, Carbon 243, 120610 (2025). [Open Access URL]
  Group(s): Passerone, Pignedoli / Project(s): P4, ASM
10.24435/materialscloud:k8-wh — Predicting the suitability of photocatalysts for water splitting using Koopmans spectral functionals: the case of TiO₂ polymorphs, by M. Stojkovic, E. Linscott, N. Marzari
Related MARVEL publication:
- M. Stojkovic, E. Linscott, N. Marzari, Predicting the suitability of photocatalysts for water splitting using Koopmans spectral functionals: The case of TiO₂ polymorphs, Physical Review Materials 10, 025403 (2024).[Open Access URL]
  Group(s): Marzari / Project(s): P4
10.24435/materialscloud:mk-d8 — Getting the manifold right: The crucial role of orbital resolution in DFT+U for mixed d-f electron compounds, by K. Warda, E. Macke, I. Timrov, L. Colombi Ciacchi, P. M. Kowalski
Related MARVEL publication:
- K. Warda, E. Macke, I. Timrov, L. C. Ciacchi, P. M. Kowalski, Getting the manifold right: The crucial role of orbital resolution in DFT+U for mixed d-f electron compounds, arXiv:2508.16435 (2025). [Open Access URL]
  Group(s): Marzari / Project(s): P4
10.24435/materialscloud:xm-46 — Novel fast Li-ion conductors for solid-state electrolytes from first-principles, by T. S. Thakur, L. Ecole, N. Marzari
Related MARVEL publication:
- T. S. Thakur, L. Ercole, N. Marzari, Novel fast Li-ion conductors for solid-state electrolytes from first-principles, arXiv:2601.03151 (2025). [Open Access URL]
  Group(s): Marzari / Project(s): P4
10.24435/materialscloud:ef-hy — Modeling the equilibrium vacancy concentration in multi-principal element alloys from first-principles, by D. K. J. Lee, Y. Müller, A. R. Natarajan
Related MARVEL publication:
- D. K. Lee, Y. L. Müller, A. R. Natarajan, Modeling the Equilibrium Vacancy Concentration in Multi-Principal Element Alloys from First-Principles, Acta Materialia 304, 121752 (2026). [Open Access URL]
  Group(s): Raju Natarajan / Project(s): P1

10.24435/materialscloud:jw-h1 — Comparative study of magnetic exchange parameters and magnon dispersions in NiO and MnO from first principles, by F. J. dos Santos, L. Binci, G. Menichetti, R. Mahajan, N. Marzari, I. Timrov
Related MARVEL publication:
- F. J. d. Santos, L. Binci, G. Menichetti, R. Mahajan, N. Marzari, I. Timrov, Comparative study of magnetic exchange parameters and magnon dispersions in NiO and MnO from first principles, arXiv:2508.12153 (2025). [Open Access URL]
  Group(s): Marzari / Project(s): P4
10.24435/materialscloud:yp-bp — On-surface synthesis of tailored organic platforms for single metal atoms, by A. Kinikar, X. Xu, T. Onishi, A. Ortega-Guerrero, R. Widmer, N. Zema, C. Hogan, L. Camilli, L. Persichetti, C. A. Pignedoli, R. Fasel, A. Narita, M. Di Giovannantonio
Related MARVEL publication:
- A. Kinikar, X. Xu, T. Onishi, A. Ortega-Guerrero, R. Widmer, N. Zema, C. Hogan, L. Camilli, L. Persichetti, C. A. Pignedoli, R. Fasel, A. Narita, M. Di Giovannantonio, On-surface synthesis of tailored organic platforms for single metal atoms, Nature Communications 16, 10597 (2025). [Open Access URL]
  Group(s): Pignedoli / Project(s): P4
10.24435/materialscloud:ck-br — Robust Wannierization including magnetization and spin-orbit coupling via projectability disentanglement, by Y. Jiang, J. Qiao, N. Paulish, W. Zhao, N. Marzari, G. Pizzi
Related MARVEL publication:
- Y. Jiang, J. Qiao, N. Paulish, W. Zhao, N. Marzari, G. Pizzi, Robust Wannierization including magnetization and spin-orbit coupling via projectability disentanglement, npj Computational Materials 11, 353 (2025). [Open Access URL]
  Group(s): Marzari, Pizzi / Project(s): P3, P4
10.24435/materialscloud:b7-xq — FlashMD: long-stride, universal prediction of molecular dynamics, by F. Bigi, S. Chong, A. Kristiadi, M. Ceriotti
Related MARVEL publication:
- F. Bigi, S. Chong, A. Kristiadi, M. Ceriotti, FlashMD: long-stride, universal prediction of molecular dynamics, arXiv:2505.19350 (2025). [Open Access URL]
  Group(s): Ceriotti / Project(s): P2
10.24435/materialscloud:nx-g8 — Strongly correlated physics in organic open-shell quantum systems, by G. Gandus, A. Jayaraj, D. Passerone, R. Stadler, M. Luisier, A. Valli
Related MARVEL publication:
- G. Gandus, A. Jayaraj, D. Passerone, R. Stadler, M. Luisier, A. Valli, Strongly correlated physics in organic open-shell quantum systems, arXiv:2301.00282 (2023). [Open Access URL]
  Group(s): Luisier, Passerone / Project(s): ASM
10.24435/materialscloud:x2-ap — Charting the landscape of Bardeen-Cooper-Schrieffer superconductors in experimentally known compounds, by M. Bercx, S. Poncé, Y. Zhang, G. Trezza, A. Ghorbani Ghezeljehmeidan, L. Bastonero, J. Qiao, F. O. von Rohr, G. Pizzi, E. Chiavazzo, N. Marzari
Related MARVEL publication:
- M. Bercx, S. Poncé, Y. Zhang, G. Trezza, A. G. Ghezeljehmeidan, L. Bastonero, J. Qiao, F. O. von Rohr, G. Pizzi, E. Chiavazzo, N. Marzari, Charting the Landscape of Bardeen-Cooper-Schrieffer Superconductors in Experimentally Known Compounds, PRX Energy 4, 033012 (2025). [Open Access URL]
  Group(s): Marzari, Pizzi / Project(s): P3, P4
10.24435/materialscloud:fj-a1 — Integer linear programming for unsupervised training set selection in molecular machine learning, by M. Haeberle, P. van Gerwen, R. Laplaza, K. R. Briling, J. Weinreich, F. Eisenbrand, C. Corminboeuf
Related MARVEL publication:
- M. Haeberle, P. van Gerwen, R. Laplaza, K. R. Briling, J. Weinreich, F. Eisenbrand, C. Corminboeuf, Integer linear programming for unsupervised training set selection in molecular machine learning, Machine Learning: Science and Technology 6, 025030 (2025). [Open Access URL]
  Group(s): Corminboeuf / Project(s): P2
10.24435/materialscloud:q7-hf — Mobility calculation in disordered WS2-Al2O3 stacks from first principles, by D. Mauro, V. T. Benoit, D. Fabian, C. Jiang, A. Aryan, P. Geoffrey, L. Mathieu
Related MARVEL publication:
- M. Dossena, B. Van Troeye, F. Ducry, J. Cao, A. Afzalian, G. Pourtois, M. Luisier, Mobility calculation in disordered WS₂-Al₂O₃ stacks from first principles, npj 2D Materials and Applications 9, 67 (2025). [Open Access URL]
  Group(s): Luisier / Project(s): ASM
10.24435/materialscloud:7g-x1 — Quantifying electronic and geometric effects on the activity of platinum catalysts for water-gas shift, by X. Wang, U. Aschauer, G. Pizzi
Related MARVEL publication:
- X. Li, X. Wang, A. Beck, M. Artsiusheuski, Q. Liu, Q. Liu, H. Eliasson, F. Krumeich, U. Aschauer, G. Pizzi, R. Erni, J. A. van Bokhoven, L. Artiglia, Quantifying electronic and geometric effects on the activity of platinum catalysts for water-gas shift, Nature Communications 16, 6641 (2025). [Open Access URL]
  Group(s): Pizzi, Aschauer / Project(s): P3, P4, DD5

10.24435/materialscloud:b8-za — Proximity-driven magnetic coupling between an open-shell nanographene and a rare-earth surface alloy, by N. Bassi, J. Wilhelm, N. Krane, F. Xiang, P. Čmelová, E. Turco, P. Gargiani, C. A. Pignedoli, M. Juríček, R. Fasel, R. Korytár, P. Ruffieux
Related MARVEL publication:
- N. Bassi, J. Wilhelm, N. Krane, F. Xiang, P. Čmelová, E. Turco, P. Gargiani, C. A. Pignedoli, M. Juríček, R. Fasel, R. Korytár, P. Ruffieux, Proximity-Driven Magnetic Coupling between an Open-Shell Nanographene and a Rare-Earth Surface Alloy, ACS Nano 19, 33868–33878 (2025).
  Group(s): Pignedoli / Project(s): P4
10.24435/materialscloud:9w-bz — Mass-zero constrained molecular dynamics for electrostatic interactions, by F. Troni, D. Grassano, J. Narayan, B. Roux, S. Bonella
Related MARVEL publication:
- F. Troni, D. Grassano, J. Narayan, B. Roux, S. Bonella, Mass-zero constrained molecular dynamics for electrostatic interactions, The Journal of Chemical Physics 163, 214106 (2025). [Open Access URL]
  Group(s): Bonella / Project(s): P3
10.24435/materialscloud:3p-qh — Enhancing chemoselectivity of on-surface reactions on reconstructed Au(110): the case of a pentalene-bridged polyacene analogue, by F. Xiang, A. Kinikar, M. Mühlinghaus, N. Bassi, C. A. Pignedoli, K. Müllen, R. Fasel, P. Ruffieux
Related MARVEL publication:
- F. Xiang, A. Kinikar, M. Mühlinghaus, N. Bassi, C. A. Pignedoli, K. Müllen, R. Fasel, P. Ruffieux, Enhancing Chemoselectivity of On-Surface Reactions on Reconstructed Au(110): The Case of a Pentalene-Bridged Polyacene Analogue, Journal of the American Chemical Society 147, 4930–4936 (2025). [Open Access URL]
  Group(s): Pignedoli / Project(s): P4
10.24435/materialscloud:ry-cf — Predicting topological entanglement entropy in a Rydberg analog simulator, by L. Mauron, Z. Denis, J. Nys, G. Carleo
Related MARVEL publication:
- L. Mauron, Z. Denis, J. Nys, G. Carleo, Predicting topological entanglement entropy in a Rydberg analogue simulator, Nature Physics 21, 1332–1337 (2025). [Open Access URL]
  Group(s): Carleo / Project(s): QS
10.24435/materialscloud:da-za — Electrically driven first-order phase transition of a 2D ionic crystal at the electrode/electrolyte interface, by F. Angiolari, A. Coretti, M. Salanne, S. Bonella
Related MARVEL publication:
- F. Angiolari, A. Coretti, M. Salanne, S. Bonella, Electrically driven first-order phase transition of a 2D ionic crystal at the electrode/electrolyte interface, Proceedings of the National Academy of Science of the USA 122, e2520026122 (2025). [Open Access URL]
  Group(s): Bonella / Project(s): P3
10.24435/materialscloud:3q-r9 — Magnetoresistance in ZrSiX (X = S, Se, Te) nodal-line semimetals, by S. Zhang, O. V. Yazyev
Related MARVEL publication:
- S. Zhang, O. V. Yazyev, Magnetoresistance in ZrSiX (X= S, Se, Te) nodal-line semimetals, Physical Review B 112, 165147 (2025). [Open Access URL]
  Group(s): Yazyev / Project(s): DD6
10.24435/materialscloud:d0-ck — Determination of key functional structures of an amorphous VHL-based SMARCA2 PROTAC, by D. Torodii, J. Holmes, M. Cordova, P. Moutzouri, L. van Beek, F. Edfeldt, E. Malmerberg, J. Johansson, A. Milbradt, S. Nilsson Lil, B. Malfait, S. Schantz, L. Emsley
Related MARVEL publication:
- D. Torodii, J. B. Holmes, M. Cordova, P. Moutzouri, L. V. Beek, F. Edfeldt, E. Malmerberg, S. D. Friis, J. R. Johansson, A. G. Milbradt, S. O. N. Lill, B. Malfait, S. Schantz, L. Emsley, Determination of key functional structures of an amorphous VHL-based SMARCA2 PROTAC, Nature Communications 16, 9694 (2025). [Open Access URL]
  Group(s): Emsley / Project(s): P2
10.24435/materialscloud:fj-20 — Extreme anharmonicity and thermal contraction of 1D wires, by C. Cignarella, L. Bastonero, L. Monacelli, N. Marzari
Related MARVEL publication:
- C. Cignarella, L. Bastonero, L. Monacelli, N. Marzari, Extreme Anharmonicity and Thermal Contraction of One-Dimensional Wires, Nano Letters 25, 15919–15926 (2025). [Open Access URL]
  Group(s): Marzari / Project(s): P4
10.24435/materialscloud:ab-y2 — Massive Atomic Diversity: a compact universal dataset for atomistic machine learning, by A. Mazitov, S. Chorna, G. Fraux, M. Bercx, G. Pizzi, S. De, M. Ceriotti
Related MARVEL publication:
- A. Mazitov, S. Chorna, G. Fraux, M. Bercx, G. Pizzi, S. De, M. Ceriotti, Massive Atomic Diversity: a compact universal dataset for atomistic machine learning, Scientific Data 12, 1857 (2025). [Open Access URL]
  Group(s): Ceriotti, Pizzi / Project(s): P2, P3
10.24435/materialscloud:fe-1p — PET-MAD, a lightweight universal interatomic potential for advanced materials modeling, by M. Arslan, B. Filippo, K. Matthias, P. Paolo, T. Davide, F. Guillaume, P. Sergey, C. Michele
Related MARVEL publication:
- A. Mazitov, F. Bigi, M. Kellner, P. Pegolo, D. Tisi, G. Fraux, S. Pozdnyakov, P. Loche, M. Ceriotti, PET-MAD as a lightweight universal interatomic potential for advanced materials modeling, Nature Communications 16, 10653 (2025). [Open Access URL]
  Group(s): Ceriotti / Project(s): P2
10.24435/materialscloud:jn-ac — MC3D: The Materials Cloud computational database of experimentally known stoichiometric inorganics, by S. Huber, M. Minotakis, M. Bercx, T. Reents, K. Eimre, N. Paulish, N. Hörmann, M. Uhrin, G. Pizzi, N. Marzari
Related MARVEL publication:
- S. P. Huber, M. Minotakis, M. Bercx, T. Reents, K. Eimre, N. Paulish, N. Hörmann, M. Uhrin, N. Marzari, G. Pizzi, MC3D: The Materials Cloud computational database of experimentally known stoichiometric inorganics, arXiv:2508.19223 (2025). [Open Access URL]
  Group(s): Marzari, Pizzi / Project(s): P3, P4
10.24435/materialscloud:r6-np — Absorption lines of F centers in MgO and CaO through time-dependent hybrid-functional theory calculations, by A. Pasquarello, M. L. D. Franckel, S. Falletta, W. Chen
Related MARVEL publication:
- M. L. D. Franckel, S. Falletta, W. Chen, A. Pasquarello, Absorption lines of F centers in MgO and CaO through time-dependent hybrid-functional theory calculations, Physical Review B 112, 104101 (2025).
  Group(s): Pasquarello / Project(s): DD3
10.24435/materialscloud:1p-1m — Effect of hydrogen on the local chemical bonding states and structure of amorphous alumina by atomistic and electrostatic modeling and first principles calculations of auger parameter shifts, by S. Gramatte, O. Politano, C. Cancellieri, I. Utke, L. Jeurgens, V. Turlo
Related MARVEL publications:
- S. Gramatte, O. Politano, N. Jakse, C. Cancellieri, I. Utke, L. P. H. Jeurgens, V. Turlo, Unveiling hydrogen chemical states in supersaturated amorphous alumina via machine learning-driven atomistic modeling, npj Computational Materials 11, 170 (2025). [Open Access URL]
  Group(s): Turlo / Project(s): P1
- S. Gramatte, X. Wang, M. A. H. Bertrán, C. Cancellieri, G. Pizzi, D. Prezzi, I. Timrov, O. Politano, I. Utke, L. P. H. Jeurgens, V. Turlo, Bridging classical and quantum interpretation of chemical state analysis by XPS/HAXPES to resolve short-range order in amorphous alumina films, arXiv:2408.08255 (2025). [Open Access URL]
  Group(s): Marzari, Pizzi, Turlo / Project(s): P1, P3, P4

10.24435/materialscloud:db-ec — Carrier mobilities and electron-phonon interactions beyond DFT, by A. Poliukhin, N. Colonna, F. Libbi, S. Poncé, N. Marzari
Related MARVEL publication:
- A. Poliukhin, N. Colonna, F. Libbi, S. Poncé, N. Marzari, Carrier mobilities and electron-phonon interactions beyond DFT, arXiv:2508.14852 (2025). [Open Access URL]
  Group(s): Marzari / Project(s): P4

10.24435/materialscloud:9m-4v — Reconstructions and dynamics of β-lithium thiophosphate surfaces, by H. Türk, D. Tisi, M. Ceriotti
Related MARVEL publication:
- H. Türk, D. Tisi, M. Ceriotti, Reconstructions and Dynamics of β-Lithium Thiophosphate Surfaces, PRX Energy 4, 033010 (2025). [Open Access URL]
  Group(s): Ceriotti / Project(s): P2

10.24435/materialscloud:am-q3 — Operando X-ray absorption and diffraction investigations on Ni- and Co-MOF-74 oxygen evolution electrocatalysts, by J. Linke, T. Rohrbach, A. H. Clark, M. Andrzejewski, N. P. M. Casati, E. Meade, M. Wojtas, M. Ranocchiari, T. J. Schmidt, E. Fabbri
Related MARVEL publication:
- J. Linke, T. Rohrbach, A. H. Clark, M. Andrzejewski, N. P. M. Casati, E. Meade, M. Wojtas, M. Ranocchiari, T. J. Schmidt, E. Fabbri, Operando X‐Ray Absorption and Diffraction Investigations on Ni‐ and Co‐MOF‐74 Oxygen Evolution Electrocatalysts, SusMat 5, e70009 (2025). [Open Access URL]
  Group(s): Fabbri / Project(s): DD4

10.24435/materialscloud:bw-ph — Zigzag graphene nanoribbons with periodic porphyrin edge extensions, by F. Xiang, Y. Gu, A. Kinikar, N. Bassi, A. Ortega-Guerrero, Z. Qiu, O. Gröning, P. Ruffieux, C. Pignedoli, K. Müllen, R. Fasel
Related MARVEL publication:
- F. Xiang, Y. Gu, A. Kinikar, N. Bassi, A. Ortega-Guerrero, Z. Qiu, O. Gröning, P. Ruffieux, C. A. Pignedoli, K. Müllen, R. Fasel, Zigzag graphene nanoribbons with periodic porphyrin edge extensions, Nature Chemistry 17, 1356–1363 (2025). [Open Access URL]
  Group(s): Pignedoli / Project(s): P4
10.24435/materialscloud:kt-kd — A deep learning model for chemical shieldings in molecular organic solids including anisotropy, by M. Kellner, J. B. Holmes, R. Rodriguez-Madrid, F. Viscosi, Y. Zhang, L. Emsley, M. Ceriotti
Related MARVEL publication:
- M. Kellner, J. B. Holmes, R. Rodriguez-Madrid, F. Viscosi, Y. Zhang, L. Emsley, M. Ceriotti, A Deep Learning Model for Chemical Shieldings in Molecular Organic Solids Including Anisotropy, The Journal of Physical Chemistry Letters 16, 8714–8722 (2025). [Open Access URL]
  Group(s): Ceriotti, Emsley / Project(s): P2
10.24435/materialscloud:mg-8f — Exploring the design space of machine-learning models for quantum chemistry with a fully differentiable framework, by D. Suman, J. Nigam, S. Saade, P. Pegolo, H. Tuerk, X. Zhang, G. Kin-Lic Chan, M. Ceriotti
Related MARVEL publication:
- D. Suman, J. Nigam, S. Saade, P. Pegolo, H. Türk, X. Zhang, G. K. Chan, M. Ceriotti, Exploring the Design Space of Machine Learning Models for Quantum Chemistry with a Fully Differentiable Framework, Journal of Chemical Theory and Computation 21, 6505–6516 (2025). [Open Access URL]
  Group(s): Ceriotti / Project(s): P2
10.24435/materialscloud:m7-m9 — Exploring the magnetic landscape of easily-exfoliable two-dimensional materials, by F. Haddadi, D. Campi, F. Dos Santos, N. Mounet, L. Ponet, N. Marzari, M. Gibertini
Related MARVEL publication:
- F. Haddadi, D. Campi, F. d. Santos, N. Mounet, L. Ponet, N. Marzari, M. Gibertini, Exploring the magnetic landscape of easily-exfoliable two-dimensional materials, arXiv:2509.09531 (2025). [Open Access URL]
  Group(s): Marzari / Project(s): P4
10.24435/materialscloud:zq-a6 — Representing spherical tensors with scalar-based machine-learning models, by M. Domina, F. Bigi, P. Pegolo, M. Ceriotti
Related MARVEL publication:
- M. Domina, F. Bigi, P. Pegolo, M. Ceriotti, Representing spherical tensors with scalar-based machine-learning models, The Journal of Chemical Physics 163, 164114 (2025). [Open Access URL]
  Group(s): Ceriotti / Project(s): P2
10.24435/materialscloud:bd-fp — The three-dimensional atomic-level structure of an amorphous glucagon-like peptide-1 receptor agonist, by D. Torodii, M. Cordova, J. Holmes, P. Moutzouri, T. Casalini, S. Nilsson Lill, A. Pinon, C. Knee, A. Svensk Ankarberg, O. Dwichandra Putra, S. Schantz, L. Emsley
Related MARVEL publication:
- D. Torodii, M. Cordova, J. B. Holmes, P. Moutzouri, T. Casalini, S. O. Nilsson Lill, A. C. Pinon, C. S. Knee, A. Svensk Ankarberg, O. D. Putra, S. Schantz, L. Emsley, Three-Dimensional Atomic-Level Structure of an Amorphous Glucagon-Like Peptide-1 Receptor Agonist, Journal of the American Chemical Society 147, 17077–17087 (2025).[Open Access URL]
  Group(s): Emsley / Project(s): P2
10.24435/materialscloud:yw-3f — Extensive band gap tunability in covalent organic frameworks via metal intercalation and high pressure, by M. Ernst, J. Hutter, S. Battaglia
Related MARVEL publication:
- M. Ernst, J. Hutter, S. Battaglia, Extensive Band Gap Tunability in Covalent Organic Frameworks via Metal Intercalation and High Pressure, The Journal of Physical Chemistry Letters 16, 7398–7405 (2025). [Open Access URL]
  Group(s): Hutter / Project(s): QS
10.24435/materialscloud:nr-hq — Accurate and efficient protocols for high-throughput first-principles materials simulations, by G. de Miranda Nascimento, F. José dos Santos, M. Bercx, G. Pizzi, N. Marzari
Related MARVEL publication:
- G. d. Miranda Nascimento, F. J. d. Santos, M. Bercx, D. Grassano, G. Pizzi, N. Marzari, Accurate and efficient protocols for high-throughput first-principles materials simulations, arXiv:2504.03962 (2025). [Open Access URL]
  Group(s): Marzari, Pizzi / Project(s): P3, P4
10.24435/materialscloud:9p-tz — Ab initio functional-independent calculations of the clamped Pockels tensor of tetragonal barium titanate, by V. de Mestral, L. Bastonero, M. Kotiuga, M. Mladenovic, N. Marzari, M. Luisier
Related MARVEL publication:
- V. de Mestral, L. Bastonero, M. Kotiuga, M. Mladenović, N. Marzari, M. Luisier, Ab initio functional-independent calculations of the clamped Pockels tensor of tetragonal barium titanate, Physical Review B 111, 184306 (2025).[Open Access URL]
  Group(s): Luisier, Marzari / Project(s): ASM, P4
10.24435/materialscloud:d2-jw — Refining interface stress measurement in nanomultilayers through layer corrugation and interface roughness corrections, by Y. Hu, A. Sharma, A. Druzhinin, C. Cancellieri, V. Turlo
Related MARVEL publication:
- Y. Hu, A. Sharma, A. Druzhinin, C. Cancellieri, V. Turlo, Refining interface stress measurement in nanomultilayers through layer corrugation and interface roughness corrections, Applied Surface Science 703, 163190 (2025). [Open Access URL]
  Group(s): Turlo / Project(s): P1
10.24435/materialscloud:v3-sc — First-principles electron-phonon interactions and polarons in the parent cuprate La₂CuO₄, by B. Chang, I. Timrov, J. Park, J. Zhou, N. Marzari, M. Bernardi
Related MARVEL publication:
- B. K. Chang, I. Timrov, J. Park, J. Zhou, N. Marzari, M. Bernardi, First-principles electron-phonon interactions and polarons in the parent cuprate La₂CuO₄, Physical Review Research 7, L012073 (2025). [Open Access URL]
  Group(s): Marzari / Project(s): P4
10.24435/materialscloud:x3-z3 — Magnons from time-dependent density-functional perturbation theory and nonempirical Hubbard functionals, by L. Binci, N. Marzari, I. Timrov
Related MARVEL publication:
- L. Binci, N. Marzari, I. Timrov, Magnons from time-dependent density-functional perturbation theory and nonempirical Hubbard functionals, npj Computational Materials 11, 100 (2025). [Open Access URL]
  Group(s): Marzari / Project(s): P4
10.24435/materialscloud:33-ch — Oxidation of interfacial cobalt controls the pH-dependence of the oxygen evolution reaction, by J. Huang, A. H. Clark, N. Hales, K. Crossley, J. Guehl, R. Skoupy, T. J. Schmidt, E. Fabbri
Related MARVEL publication:
- J. Huang, A. H. Clark, N. Hales, K. Crossley, J. Guehl, R. Skoupy, T. J. Schmidt, E. Fabbri, Oxidation of interfacial cobalt controls the pH dependence of the oxygen evolution reaction, Nature Chemistry 17, 856 (2025). [Open Access URL]
  Group(s): Fabbri / Project(s): DD4
10.24435/materialscloud:m1-4v — From operando investigations to implementation of Ni-MOF-74 oxygen evolution electrocatalysts, by J. Linke, T. Rohrbach, A. H. Clark, M. Andrzejewski, N. P. M. Casati, F. L. Buchauer, M. R. Kraglund, C. Chatzichristodoulou, E. Meade, M. Ranocchiari, T. J. Schmidt, E. Fabbri
Related MARVEL publication:
- J. Linke, T. Rohrbach, A. H. Clark, M. Andrzejewski, N. P. M. Casati, F. L. Buchauer, M. R. Kraglund, C. Chatzichristodoulou, E. Meade, M. Ranocchiari, T. J. Schmidt, E. Fabbri, From Operando Investigations to Implementation of Ni-MOF-74 Oxygen Evolution Electrocatalysts, Advanced Energy Materials 15, 2501401 (2025).[Open Access URL]
  Group(s): Fabbri / Project(s): DD4
10.24435/materialscloud:7d-ns — Hydroxylation-driven surface reconstruction at the origin of compressive-to-tensile stress transition in metal oxide nanoparticles, by Y. Hu, V. Turlo
Related MARVEL publication:
- Y. Hu, V. Turlo, Hydroxylation-driven surface reconstruction at the origin of compressive-to-tensile stress transition in MgO nanoparticles, Scripta Materalia 268, 116841 (2025). [Open Access URL]
  Group(s): Turlo / Project(s): P1
10.24435/materialscloud:gn-xa — Constructing multicomponent cluster expansions with machine-learning and chemical embedding, by Y. L. Müller, A. Raju Natarajan
Related MARVEL publication:
- Y. L. Müller, A. R. Natarajan, Constructing Multicomponent Cluster Expansions with Machine-Learning and Chemical Embedding, npj Computational Materials 11, 60 (2025). [Open Access URL]
  Group(s): Raju Natarajan / Project(s): P1
10.24435/materialscloud:v2-60 — First-principles Hubbard parameters with automated and reproducible workflows, by L. Bastonero, C. Malica, E. Macke, M. Bercx, S. P. Huber, I. Timrov, N. Marzari
Related MARVEL publication:
- L. Bastonero, C. Malica, E. Macke, M. Bercx, S. Huber, I. Timrov, N. Marzari, First-principles Hubbard parameters with automated and reproducible workflows, npj Computational Materials 11, 183 (2025). [Open Access URL]
  Group(s): Marzari, Pizzi / Project(s): P3, P4
10.24435/materialscloud:68-g8 — Explicit demonstration of the equivalence between DFT+U and the Hartree-Fock limit of DFT+DMFT, by A. Carta, I. Timrov, P. Mlkvik, A. Hampel, C. Ederer
Related MARVEL publication:
- A. Carta, I. Timrov, P. Mlkvik, A. Hampel, C. Ederer, Explicit demonstration of the equivalence between DFT + U and the Hartree-Fock limit of DFT+DMFT, Physical Review Research 7, 013289 (2025). [Open Access URL]
  Group(s): Marzari / Project(s): P4
10.24435/materialscloud:vb-g4 — Dataset of self-consistent Hubbard parameters for Ni, Mn and Fe from linear-response, by M. Uhrin, A. Zadoks, L. Binci, N. Marzari, I. Timrov
Related MARVEL publication:
- M. Uhrin, A. Zadoks, L. Binci, N. Marzari, I. Timrov, Machine learning Hubbard parameters with equivariant neural networks, npj Computational Materials 11, 19 (2025). [Open Access URL]
  Group(s): Marzari / Project(s): P4
10.24435/materialscloud:4x-f0 — Uncovering the catalyst/electrolyte interfacial process by frequency dispersion of capacitance, by J. Huang, E. D. Clinton, K. Crossley, J. Bruneli Falqueto, T. J. Schmidt, E. Fabbri
Related MARVEL publication:
- J. Huang, E. D. Clinton, K. Crossley, J. B. Falqueto, T. J. Schmidt, E. Fabbri, Uncovering the catalyst/electrolyte interfacial process by frequency dispersion of capacitance, Journal of Energy Chemistry 108, 199–209 (2025).[Open Access URL]
  Group(s): Fabbri / Project(s): DD4
10.24435/materialscloud:zx-87 — Spin excitations in nanographene-based antiferromagnetic spin-½ Heisenberg chains, by C. Zhao, L. Yang, J. Henriques, M. Ferri-Cortés, G. Catarina, C. A. Pignedoli, J. Ma, X. Feng, P. Ruffieux, J. Rossier, R. Fasel
Related MARVEL publication:
- C. Zhao, L. Yang, J. C. G. Henriques, M. Ferri-Cortés, G. Catarina, C. A. Pignedoli, J. Ma, X. Feng, P. Ruffieux, J. Fernández-Rossier, R. Fasel, Spin excitations in nanographene-based antiferromagnetic spin-1/2 Heisenberg chains, Nature Materials 24, 722–727 (2025). [Open Access URL]
  Group(s): Pignedoli / Project(s): P4
10.5281/zenodo.15862350 — Quatrex SC25 AE-specific scripts, by A. N. Ziogas, N. Vetsch, A. Maeder
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- N. Vetsch, A. Maeder, V. Maillou, A. Winka, J. Cao, G. Kwasniewski, L. Deuschle, T. Hoefler, A. N. Ziogas, M. Luisier, Ab-initio Quantum Transport with the GW Approximation, 42,240 Atoms, and Sustained Exascale Performance, 1–13 (2025). [Open Access URL]
  Group(s): Luisier / Project(s): ASM
10.5281/zenodo.15296979 — vincent-maillou/qttools: SC25-AD-AE, by alexnick83, V. MAILLOU, N. Vetsch
Related MARVEL publication:
- N. Vetsch, A. Maeder, V. Maillou, A. Winka, J. Cao, G. Kwasniewski, L. Deuschle, T. Hoefler, A. N. Ziogas, M. Luisier, Ab-initio Quantum Transport with the GW Approximation, 42,240 Atoms, and Sustained Exascale Performance, 1–13 (2025). [Open Access URL]
  Group(s): Luisier / Project(s): ASM
10.5281/zenodo.15297057 — vincent-maillou/quatrex: SC25-AD, by V. MAILLOU
Related MARVEL publication:
- N. Vetsch, A. Maeder, V. Maillou, A. Winka, J. Cao, G. Kwasniewski, L. Deuschle, T. Hoefler, A. N. Ziogas, M. Luisier, Ab-initio Quantum Transport with the GW Approximation, 42,240 Atoms, and Sustained Exascale Performance, 1–13 (2025). [Open Access URL]
  Group(s): Luisier / Project(s): ASM
10.5281/zenodo.15862482 — Quatrex SC25 AD: Simulation Inputs and Configuration Files, by A. N. Ziogas, N. Vetsch, A. Maeder
Related MARVEL publication:
- N. Vetsch, A. Maeder, V. Maillou, A. Winka, J. Cao, G. Kwasniewski, L. Deuschle, T. Hoefler, A. N. Ziogas, M. Luisier, Ab-initio Quantum Transport with the GW Approximation, 42,240 Atoms, and Sustained Exascale Performance, 1–13 (2025). [Open Access URL]
  Group(s): Luisier / Project(s): ASM
10.5281/zenodo.15282520 — SC25 Artifact Description: Weak Scaling Measurements and Plotting Scripts, by N. Vetsch
Related MARVEL publication:
- N. Vetsch, A. Maeder, V. Maillou, A. Winka, J. Cao, G. Kwasniewski, L. Deuschle, T. Hoefler, A. N. Ziogas, M. Luisier, Ab-initio Quantum Transport with the GW Approximation, 42,240 Atoms, and Sustained Exascale Performance, 1–13 (2025). [Open Access URL]
  Group(s): Luisier / Project(s): ASM
10.5281/zenodo.11175491 — A Force-Matching Based Polarizable Force Field for Perovskite and Non-Perovskite Phases of CsPbI3, by C. Vona, A. BOZIKI, U. Rothlisberger, M. Dankl, M. Bircher
Related MARVEL publication:
- C. Vona, M. Dankl, A. Boziki, M. P. Bircher, U. Rothlisberger, Force-Matching-Based Approach for the Generation of Polarizable and Nonpolarizable Force Fields Applied to CsPbI₃, The Journal of Physical Chemistry C 129, 3040–3053 (2025). [Open Access URL]
  Group(s): Roethlisberger / Project(s): VP2
10.5281/zenodo.12804608 — rlaplaza/spock: Release for the manuscript, by R. Laplaza, R. Graux
Related MARVEL publication:
- M. Suvarna, R. Laplaza, R. Graux, N. López, C. Corminboeuf, K. Jorner, J. Pérez-Ramírez, SPOCK tool for constructing empirical volcano diagrams from catalytic data, ACS Catalysis 15, 7296–7307 (2025). [Open Access URL]
  Group(s): Corminboeuf / Project(s): P2
10.5281/zenodo.13305905 — Dataset: Non-Uniform Chiralization of Metal-Organic Frameworks Using Imine Chemistry, by B. Á. Novotny, S. Majumdar, A. Ortega-Guerrero, K. M. Jablonka, E. Moubarak, N. Gasilova, F. M. Ebrahim, B. Smit
Related MARVEL publication:
- B. A. Novotny, S. Majumdar, A. Ortega-Guerrero, K. M. Jablonka, E. Moubarak, N. Gasilova, N. P. Domingues, R. Kessler, E. Oveisi, F. M. Ebrahim, B. Smit, Nonuniform Chiralization of Metal-Organic Frameworks Using Imine Chemistry, ACS Materials Au 5, 491–501 (2025). [Open Access URL]
  Group(s): Smit / Project(s): DD4
10.5281/zenodo.14387276 — Characterization Data for the Manuscript: "Unraveling Metal Effects on CO2 Uptake in Pyrene-based Metal-Organic Frameworks", by N. P. Domingues, M. J. Pougin, Y. Li, E. Moubarak, X. Jin, F. P. Uran, A. Ortega-Guerrero, C. P. Ireland, P. Schouwink, C. Schürmann, J. Espín, E. Oveisi, F. M. Ebrahim, W. Lee Queen, B. Smit
Related MARVEL publication:
- N. P. Domingues, M. J. Pougin, Y. Li, E. Moubarak, X. Jin, F. P. Uran, A. Ortega-Guerrero, C. P. Ireland, P. Schouwink, C. Schuermann, J. Espin, E. Oveisi, F. M. Ebrahim, W. L. Queen, B. Smit, Unraveling metal effects on CO2 uptake in pyrene-based metal-organic frameworks, Nature Communications 16, 1516 (2025). [Open Access URL]
  Group(s): Smit / Project(s): DD4
10.5281/zenodo.14727983 — Exploring the Chemical Design Space of Metal-Organic Frameworks for Photocatalysis, by B. Mouriño, S. Majumdar, X. Jin, F. McIlwaine, J. Van Herck, A. Ortega-Guerrero, S. Garcia, B. Smit
Related MARVEL publication:
- B. Mourino, S. Majumdar, X. Jin, F. McIlwaine, J. Van Herck, A. Ortega-Guerrero, S. Garcia, B. Smit, Exploring the chemical design space of metal-organic frameworks for photocatalysis, Chemical Science 16, 11434–11446 (2025).[Open Access URL]
  Group(s): Smit / Project(s): DD4
10.5281/zenodo.14778890 — The dark side of the forces: assessing non-conservative force models for atomistic machine learning, by A. Anonymous
Related MARVEL publication:
- F. Bigi, M. F. Langer, M. Ceriotti, The dark side of the forces: assessing non-conservative force models for atomistic machine learning, 267, 4384–4414 (2025). [Open Access URL]
  Group(s): Ceriotti / Project(s): P2
10.5281/zenodo.14894065 — mfherbst/supporting-my-inversion: v0.1.0, by M. F. Herbst
Related MARVEL publication:
- M. F. Herbst, V. H. Bakkestuen, A. Laestadius, Kohn-Sham inversion with mathematical guarantees, Physical Review B 111, 205143 (2025). [Open Access URL]
  Group(s): Herbst / Project(s): P3
10.5281/zenodo.15311165 — Raw Experimental Data for "Multiconfigurational Ground State of a Diradicaloid Characterized at the Atomic Scale", by E. Turco, L. Tejerina, G. Catarina, A. Ortega-Guerrero, N. Krane, L. Gross, M. Juríček, S. Mishra
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- E. Turco, L. Tejerina, G. Catarina, A. Ortega-Guerrero, N. Krane, L. Gross, M. Juricek, S. Mishra, Multiconfigurational Ground State of a Diradicaloid Characterized at the Atomic Scale, Journal of the American Chemical Society 147, 39616–39622 (2025). [Open Access URL]
  Group(s): Pignedoli / Project(s): P4
10.5281/zenodo.15516180 — A Python workflow definition for computational materials design, by J. Janssen, J. George, J. Geiger, M. Bercx, X. Wang, C. Ertural, J. Schaarschmidt, A. Ganose, G. Pizzi, T. Hickel, J. Neugebauer
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- J. Janssen, J. George, J. Geiger, M. Bercx, X. Wang, C. Ertural, J. Schaarschmidt, A. M. Ganose, G. Pizzi, T. Hickel, J. Neugebauer, A python workflow definition for computational materials design, Digital Discovery 4, 3149–3161 (2025). [Open Access URL]
  Group(s): Pizzi / Project(s): P3
10.5281/zenodo.15783260 — scicode-widgets: Supplementary code for figures, by A. Goscinski, T. J. Baird, D. Du, J. Prado, D. Suman, T. Sodjargal, S. Bonella, G. Pizzi, M. Ceriotti
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- A. Goscinski, T. J. Baird, D. Du, J. Prado, D. Suman, T. Sodjargal, S. Bonella, G. Pizzi, M. Ceriotti, scicode-widgets: Bringing Computational Experiments to the Classroom with Jupyter Widgets, arXiv:2507.05734 (2025). [Open Access URL]
  Group(s): Bonella, Ceriotti, Pizzi / Project(s): P2, P3
10.5281/zenodo.17084313 — niklasschmitz/ad-dfpt, by N. F. Schmitz, B. Ploumhans, M. F. Herbst
Related MARVEL publication:
- N. F. Schmitz, B. Ploumhans, M. F. Herbst, Algorithmic differentiation for plane-wave DFT: materials design, error control and learning model parameters, npj Computational Materials 12, 6 (2026). [Open Access URL]
  Group(s): Herbst / Project(s): P3
10.5281/zenodo.17223898 — Spin-stripes in the Hubbard model: a combined DMFT and Bethe-Salpeter analysis: raw data and scripts, by R. Mushkaev
Related MARVEL publication:
- R. Mushkaev, F. Petocchi, S. Hoshino, P. Werner, Spin-stripes in the Hubbard model: a combined DMFT and Bethe-Salpeter analysis, Physical Review B 112, 245165 (2025). [Open Access URL]
  Group(s): Werner / Project(s): ASM
10.5281/zenodo.17280978 — Persistence of small polarons into the superconducting doping range of Ba1−xKxBiO3, by M. Naamneh, N. Plumb, S. Johnston, E. O'Quinn
Related MARVEL publication:
- M. Naamneh, E. C. O'quinn, E. Paris, D. Mcnally, Y. Tseng, W. R. Pudelko, D. J. Gawryluk, J. Shamblin, B. Cohen-Stead, M. Shi, M. Radovic, M. K. Lang, T. Schmitt, S. Johnston, N. C. Plumb, Persistence of small polarons into the superconducting doping range of Ba_(1-x)K_xBiO₃, Physical Review Research 7, 043082 (2025). [Open Access URL]
  Group(s): Schmitt / Project(s): PP7
10.5281/zenodo.17463479 — gentinettagian/CQD: PRX Quantum release, by G. Gentinetta
Related MARVEL publication:
- G. Gentinetta, F. Metz, G. Carleo, Correcting and Extending Trotterized Quantum Many-Body Dynamics, PRX Quantum 6, 030361 (2025). [Open Access URL]
  Group(s): Carleo / Project(s): QS
10.5281/zenodo.18344004 — SPOC-group/ConformalAmp.jl: Uai-version, by lucas-andry-c
Related MARVEL publication:
- L. Clarté, L. Zdeborová, Building conformal prediction intervals with approximate message passing, 798 (2025).[Open Access URL]
  Group(s): Zdeborova / Project(s): P2
10.24435/materialscloud:23-99 — Physics-inspired equivariant descriptors of non-bonded interactions, by K. K. Huguenin-Dumittan, P. Loche, H. Ni, M. Ceriotti
Related MARVEL publication:
- P. Loche, K. K. Huguenin-Dumittan, M. Honarmand, Q. Xu, E. Rumiantsev, W. B. How, M. F. Langer, M. Ceriotti, Fast and flexible long-range models for atomistic machine learning, The Journal of Chemical Physics 162, 142501 (2025). [Open Access URL]
  Group(s): Ceriotti / Project(s): P2
10.5281/zenodo.14792591 — PicoCentauri/ewaldAD-code: Paper release version, by P. Loche, E. Rumiantsev, Marcel
Related MARVEL publication:
- P. Loche, K. K. Huguenin-Dumittan, M. Honarmand, Q. Xu, E. Rumiantsev, W. B. How, M. F. Langer, M. Ceriotti, Fast and flexible long-range models for atomistic machine learning, The Journal of Chemical Physics 162, 142501 (2025). [Open Access URL]
  Group(s): Ceriotti / Project(s): P2
10.6084/m9.figshare.29069759 — Dynamical simulations of many-body quantum chaos on a quantum computer, by L. E. Fischer, M. Leahy, A. Eddins, N. Keenan, D. Ferracin, M. A. C. Rossi, Y. Kim, A. He, F. Pietracaprina, B. Sokolov, S. Dooley, Z. Zimboras, F. Tacchino, S. Maniscalco, J. Goold, G. Garcia-Perez, I. Tavernelli, A. Kandala, S. N. Filippov
Related MARVEL publication:
- L. E. Fischer, M. Leahy, A. Eddins, N. Keenan, D. Ferracin, M. A. C. Rossi, Y. Kim, A. He, F. Pietracaprina, B. Sokolov, S. Dooley, Z. Zimborás, F. Tacchino, S. Maniscalco, J. Goold, G. García-Pérez, I. Tavernelli, A. Kandala, S. N. Filippov, Dynamical simulations of many-body quantum chaos on a quantum computer, Nature Physics 22, 302 (2026). [Open Access URL]
  Group(s): Tavernelli / Project(s): QS
10.6084/m9.figshare.29899553 — Reproducibility package for article: Spin structures and phase diagrams of the spin-5/2 triangular-lattice antiferromagnet Na₂BaMn(PO₄)₂ under magnetic field, by N. Biniskos, F. J. dos Santos, M. Stekiel, K. Schmalzl, E. Ressouche, D. Sviták, A. Labh, M. Vališka, N. Marzari, P. Čermák
Related MARVEL publication:
- N. Biniskos, F. J. d. Santos, M. Stekiel, K. Schmalzl, E. Ressouche, D. Sviták, A. Labh, M. Vališka, N. Marzari, P. Čermák, Spin structures and phase diagrams of the spin-5/2 triangular lattice antiferromagnet Na₂BaMn(PO₄)₂ under magnetic field, Physical Review B 112, 174429 (2025). [Open Access URL]
 Group(s): Marzari / Project(s): P4
10.3929/ethz-b-000707814 — QM Reference Energies, Gradients, Molecular Multipoles with Electrostatic Embedding: Dataset of QM reference properties for alanine dipeptide, nickel phosphine complexes, and pyridine-quinoline dimers, by S. Riniker, F. Pultar, M. Thürlemann, I. Gordiy
Related MARVEL publication:
- F. Pultar, M. Thuerlemann, I. Gordiy, E. Doloszeski, S. Riniker, Neural Network Potential with Multiresolution Approach Enables Accurate Prediction of Reaction Free Energies in Solution, Journal of the American Chemical Society 147, 6835–6856 (2025). [Open Access URL]
  Group(s): Riniker / Project(s): DD1
10.3929/ethz-b-000731087 — Electron-Electron Interactions in Device Simulation via Non-equilibrium Green’s Functions and the GW Approximation, by L. Deuschle, J. Cao, A. N. Ziogas, A. Winka, A. Maeder, N. Vetsch, M. Luisier
Related MARVEL publication:
- L. Deuschle, J. Cao, A. N. Ziogas, A. Winka, A. Maeder, N. Vetsch, M. Luisier, Electron-electron interactions in device simulation via nonequilibrium Green's functions and the GW approximation, Physical Review B 111, 195421 (2025). [Open Access URL]
  Group(s): Luisier / Project(s): ASM
10.3929/ethz-b-000731746 — Data amp; Plots for the work on "Ab initio Simulation of Spin-Charge Qubits based on Bilayer Graphene-WSe2 Quantum Dots", by C. Jiang
Related MARVEL publication:
- H. Ge, P. Koopmann, F. Mrcarica, O. T. P. Schmidt, I. Bouquet, M. Dossena, M. Luisier, J. Cao, Ab initio simulation of spin-charge qubits based on bilayer graphene-WSe₂ quantum dots, npj 2D Materials and Applications 9, 47 (2025). [Open Access URL]
  Group(s): Luisier / Project(s): ASM
10.24435/materialscloud:w7-k1 — Teaching oxidation states to neural networks, by C. Malica, N. Marzari
Related MARVEL publication:
- C. Malica, N. Marzari, Teaching oxidation states to neural networks, npj Computational Materials 11, 212 (2025).[Open Access URL]
  Group(s): Marzari / Project(s): P4
10.24435/materialscloud:q2-rd — Revising known concepts for novel applications: Fe incorporation into Ni-MOF-74 derived oxygen evolution electrocatalysts for anion exchange membrane water electrolysis, by J. Linke, T. Rohrbach, A. H. Clark, C. Borca, T. Huthwelker, F. L. Buchauer, M. R. Kraglund, C. Chatzichristodoulou, E. Meade, J. Guehl, M. Wojtas, M. Ranocchiari, T. J. Schmidt, E. Fabbri
Related MARVEL publication:
- J. Linke, T. Rohrbach, A. H. Clark, C. Borca, T. Huthwelker, F. L. Buchauer, M. R. Kraglund, C. Chatzichristodoulou, E. Meade, J. Guehl, M. Wojtas, M. Ranocchiari, T. J. Schmidt, E. Fabbri, The role of Fe incorporation into Ni-MOF-74 derived oxygen evolution electrocatalysts for anion exchange membrane water electrolysis, EES Catalysis 3, 505–514 (2025). [Open Access URL]
  Group(s): Fabbri / Project(s): DD4
10.24435/materialscloud:yy-ds — Automated computational workflows for muon spin spectroscopy, by I. J. Onuorah, M. Bonacci, M. M. Isah, M. Mazzani, R. De Renzi, G. Pizzi, P. Bonfà
Related MARVEL publication:
- I. J. Onuorah, M. Bonacci, M. M. Isah, M. Mazzani, R. De Renzi, G. Pizzi, P. Bonfà, Automated computational workflows for muon spin spectroscopy, Digital Discovery 4, 523–538 (2025). [Open Access URL]
  Group(s): Pizzi / Project(s): P3, P4
10.24435/materialscloud:8a-gh — Uncovering the origin of interface stress enhancement and compressive-to-tensile stress transition in immiscible nanomultilayers, by Y. Hu, G. Lorenzin, J. Yeom, M. Liyanage, W. Curtin, L. Jeurgens, J. Janczak-Rusch, C. Cancellieri, V. Turlo
Related MARVEL publication:
- Y. Hu, A. Sharma, G. Lorenzin, J. Yeom, M. Liyanage, W. A. Curtin, L. P. H. Jeurgens, J. Janczak-Rusch, J. Michler, C. Cancellieri, V. Turlo, Origin of interface stress enhancement and compressive-to-tensile stress transition in immiscible nanomultilayers, Acta Materialia 297, 121323 (2025). [Open Access URL]
  Group(s): Curtin, Turlo / Project(s): P1

github.com/xARPES/xARPES — xARPES, by Thomas P. van Waas and Jan Berges and Samuel Poncé
Related MARVEL publication
- T. P. v. Waas, C. Berthod, J. Berges, N. Marzari, J. H. Dil, S. Poncé, Extraction of the self energy and Eliashberg function from angle resolved photoemission spectroscopy using the xARPES code, arXiv:2508.13845 (2025). [Open Access URL]
  Group(s): Marzari / Project(s): P4
github.com/stfc/quantum-protein-folding — quantum-protein-folding, by Anastasia Agathangelou and Dilhan Manawadu
Related MARVEL publication
- A. Agathangelou, D. Manawadu, I. Tavernelli, Quantum Algorithm for Protein Side-Chain Optimisation: Comparing Quantum to Classical Methods, arXiv:2507.19383 (2025). [Open Access URL]
  Group(s): Tavernelli / Project(s): QS
github.com/INMLe/siQMLFF-data — Symmetry-invariant quantum machine learning force fields, by Isabel Nha Minh Le, Oriel Kiss, Julian Schuhmacher, Ivano Tavernelli, and Francesco Tacchino
Related MARVEL publication
- I. N. M. Le, O. Kiss, J. Schuhmacher, I. Tavernelli, F. Tacchino, Symmetry-invariant quantum machine learning force fields, New Journal of Physics 27, 023015 (2025). [Open Access URL]
  Group(s): Tavernelli / Project(s): QS
github.com/aiidalab/aiidalab-qe — AiiDAlab Quantum ESPRESSO application, by X. Wang, E. Bainglass, M. Bonacci, A. Ortega-Guerrero, M. Bercx, P. N. O. Gillespie, D. Hollas, T. Reents, C. J. Sewell, A. V. Yakutovich, J. Yu, G. Pizzi, S. Adorf, C. W. Andersen, and T. Olevski
Related MARVEL publication
- X. Wang, E. Bainglass, M. Bonacci, A. Ortega-Guerrero, L. Bastonero, M. Bercx, P. Bonfà, R. De Renzi, D. Du, P. N. O. Gillespie, M. A. Hernández-Bertrán, D. Hollas, S. P. Huber, E. Molinari, I. J. Onuorah, N. Paulish, D. Prezzi, J. Qiao, T. Reents, C. J. Sewell, I. Timrov, A. V. Yakutovich, J. Yu, N. Marzari, C. A. Pignedoli, G. Pizzi, Making atomistic materials calculations accessible with the AiiDAlab Quantum ESPRESSO app, npj Computational Materials 12, 72 (2026). [Open Access URL]
  Group(s): Marzari, Pignedoli, Pizzi / Project(s): P3, P4
github.com/aiidateam/aiida-quantumespresso — aiida-quantumespresso, by X. Wang, E. Bainglass, M. Bonacci, A. Ortega-Guerrero, M. Bercx, P. N. O. Gillespie, D. Hollas, T. Reents, C. J. Sewell, A. V. Yakutovich, J. Yu, G. Pizzi, S. Adorf, C. W. Andersen, and T. Olevski
Related MARVEL publication
- X. Wang, E. Bainglass, M. Bonacci, A. Ortega-Guerrero, L. Bastonero, M. Bercx, P. Bonfà, R. De Renzi, D. Du, P. N. O. Gillespie, M. A. Hernández-Bertrán, D. Hollas, S. P. Huber, E. Molinari, I. J. Onuorah, N. Paulish, D. Prezzi, J. Qiao, T. Reents, C. J. Sewell, I. Timrov, A. V. Yakutovich, J. Yu, N. Marzari, C. A. Pignedoli, G. Pizzi, Making atomistic materials calculations accessible with the AiiDAlab Quantum ESPRESSO app, npj Computational Materials 12, 72 (2026). [Open Access URL]
  Group(s): Marzari, Pignedoli, Pizzi / Project(s): P3, P4
github.com/aiidalab — AiiDAlab, by Aliaksandr V. Yakutovich and Jusong Yu and Daniel Hollas and Edan Bainglass and Corsin Battaglia and Miki Bonacci and Lucas Fernandez Vilanova and Stephan Henne and Anders Kaestner and Michel Kenzelmann and Graham Kimbell and Jakob Lass and Fabio Lopes and Daniel G. Mazzone and Andres Ortega-Guerrero and Xing Wang and Nicola Marzari and Carlo A. Pignedoli and Giovanni Pizzi
Related MARVEL publication:
- A. V. Yakutovich, J. Yu, D. Hollas, E. Bainglass, C. Battaglia, M. Bonacci, L. F. Vilanova, S. Henne, A. Kaestner, M. Kenzelmann, G. Kimbell, J. Lass, F. Lopes, D. G. Mazzone, A. Ortega-Guerrero, X. Wang, N. Marzari, C. A. Pignedoli, G. Pizzi, AiiDAlab: on the route to accelerate science, arXiv:2512.22173 (2025). [Open Access URL]
  Group(s): Marzari, Pignedoli, Pizzi / Project(s): P3, P4
github.com/acesuit/mace-mp — MACE-FOUNDATION models, by I. Batatia, J. Riebesell, and Y. Chiang
Related MARVEL publication:
- I. Batatia, P. Benner, Y. Chiang, A. M. Elena, D. P. Kovács, J. Riebesell, X. R. Advincula, M. Asta, M. Avaylon, W. J. Baldwin, F. Berger, N. Bernstein, A. Bhowmik, F. Bigi, S. M. Blau, V. Cărare, M. Ceriotti, S. Chong, J. P. Darby, S. De, F. Della Pia, V. L. Deringer, R. Elijošius, Z. El-Machachi, E. Fako, F. Falcioni, A. C. Ferrari, J. L. A. Gardner, M. J. Gawkowski, A. Genreith-Schriever, J. George, R. E. A. Goodall, J. Grandel, C. P. Grey, P. Grigorev, S. Han, W. Handley, H. H. Heenen, K. Hermansson, C. H. Ho, S. Hofmann, C. Holm, J. Jaafar, K. S. Jakob, H. Jung, V. Kapil, A. D. Kaplan, N. Karimitari, J. R. Kermode, P. Kourtis, N. Kroupa, J. Kullgren, M. C. Kuner, D. Kuryla, G. Liepuoniute, C. Lin, J. T. Margraf, I. Magdău, A. Michaelides, J. H. Moore, A. A. Naik, S. P. Niblett, S. W. Norwood, N. O'Neill, C. Ortner, K. A. Persson, K. Reuter, A. S. Rosen, L. A. M. Rosset, L. L. Schaaf, C. Schran, B. X. Shi, E. Sivonxay, T. K. Stenczel, C. Sutton, V. Svahn, T. D. Swinburne, J. Tilly, C. van der Oord, S. Vargas, E. Varga-Umbrich, T. Vegge, M. Vondrák, Y. Wang, W. C. Witt, T. Wolf, F. Zills, G. Csányi, A foundation model for atomistic materials chemistry, The Journal of Chemical Physics 163, 184110 (2025).[Open Access URL]
  Group(s): Ceriotti / Project(s): P2

10.24435/materialscloud:s9-c5 — Adaptive energy reference for machine-learning models of the electronic density of states, by W. B. How, S. Chong, F. Grasselli, K. K. Huguenin-Dumittan, M. Ceriotti
Related MARVEL publication:
- W. B. How, S. Chong, F. Grasselli, K. K. Huguenin-Dumittan, M. Ceriotti, Adaptive energy reference for machine-learning models of the electronic density of states, Physical Review Materials 9, 013802 (2025). [Open Access URL]
  Group(s): Ceriotti / Project(s): P2
10.24435/materialscloud:6x-gs — Prediction rigidities for data-driven chemistry, by S. Chong, F. Bigi, F. Grasselli, P. Loche, M. Kellner, M. Ceriotti
Related MARVEL publication:
- S. Chong, F. Bigi, F. Grasselli, P. Loche, M. Kellner, M. Ceriotti, Prediction rigidities for data-driven chemistry, Faraday Discussions 256, 322 (2025). [Open Access URL]
  Group(s): Ceriotti / Project(s): P2
10.24435/materialscloud:qk-x9 — Crystal structure validation of verinurad via proton-detected ultra-fast MAS NMR and machine learning, by D. Torodii, J. Holmes, P. Moutzouri, S. Nilsson Lill, M. Cordova, A. Pinon, K. Grohe, S. Wegner, O. D. Putra, S. Norberg, A. Welinder, S. Schantz, L. Emsley
Related MARVEL publication:
- D. Torodii, J. B. Holmes, P. Moutzouri, S. O. Nilsson Lill, M. Cordova, A. C. Pinon, K. Grohe, S. Wegner, O. D. Putra, S. Norberg, A. Welinder, S. Schantz, L. Emsley, Crystal structure validation of verinurad via proton-detected ultra-fast MAS NMR and machine learning, Faraday Discussions 255, 143 (2025). [Open Access URL]
  Group(s): Emsley / Project(s): P2
10.24435/materialscloud:9r-b9 — Atomic-level structure of the amorphous drug Atuliflapon via NMR crystallography, by J. Holmes, D. Torodii, M. Balodis, M. Cordova, A. Hofstetter, F. Paruzzo, S. Nilsson Lill, E. Eriksson, P. Berruyer, B. Simões de Almeida, M. Quayle, S. Norberg, A. Svensk Ankarberg, S. Schantz, L. Emsley
Related MARVEL publication:
- J. B. Holmes, D. Torodii, M. Balodis, M. Cordova, A. Hofstetter, F. Paruzzo, S. O. Nilsson Lill, E. Eriksson, P. Berruyer, B. Simões de Almeida, M. Quayle, S. Norberg, A. S. Ankarberg, S. Schantz, L. Emsley, Atomic-level structure of the amorphous drug atuliflapon via NMR crystallography, Faraday Discussions 255, 342 (2025). [Open Access URL]
  Group(s): Emsley / Project(s): P2
10.5281/zenodo.13827444 — Dataset of "Photodetector Based on the Non-Centrosymmetric 2D Pseudo-Binary Chalcogenide MnIn2Se4", by J. Luxa, K. Bouzek, Š. Paušová
Related MARVEL publication:
- M. Serra, N. Antonatos, L. Lajaunie, J. Albero, H. Garcia, M. Weng, L. Bastonero, K. J. Sarkar, R. J. C. Gusmão, J. Luxa, R. Bartoszewicz, J. Ziembicki, N. Marzari, I. Plutnarova, R. Kudrawiec, Z. Sofer, Photodetector Based on the Non-Centrosymmetric 2D Pseudo-Binary Chalcogenide MnIn₂Se₄, Journal of Materials Chemistry C (2025).[Open Access URL]
  Group(s): Marzari / Project(s): P4
10.24435/materialscloud:r5-42 — Dataset of self-consistent Hubbard parameters for Ni, Mn and Fe from linear-response, by M. Uhrin, A. Zadoks, L. Binci, N. Marzari, I. Timrov
Related MARVEL publication:
- M. Uhrin, A. Zadoks, L. Binci, N. Marzari, I. Timrov, Machine learning Hubbard parameters with equivariant neural networks, npj Computational Materials 11, 19 (2025). [Open Access URL]
  Group(s): Marzari / Project(s): P4
10.24435/materialscloud:yy-ds — Automated computational workflows for muon spin spectroscopy, by I. J. Onuorah, M. Bonacci, M. M. Isah, M. Mazzani, R. De Renzi, G. Pizzi, P. Bonfà
Related MARVEL publication:
- I. J. Onuorah, M. Bonacci, M. M. Isah, M. Mazzani, R. De Renzi, G. Pizzi, P. Bonfà, Automated computational workflows for muon spin spectroscopy, Digital Discovery (2025). [Open Access URL]
  Group(s): Pizzi / Project(s): P3, P4
10.17632/7n2r2xh44k.1 — Jupyter widgets and extensions for education and research in computational physics and chemistry, by D. Du, T. J. Baird, K. Eimre, S. Bonella, G. Pizzi
Related MARVEL publication:
- D. Du, T. J. Baird, K. Eimre, S. Bonella, G. Pizzi, Jupyter widgets and extensions for education and research in computational physics and chemistry, Computer Physics Communications 305, 109353 (2024). [Open Access URL]
  Group(s): Bonella, Pizzi / Project(s): P3
10.24435/materialscloud:95-xw — Preferential graphitic-nitrogen formation in pyridine-extended graphene nanoribbons, by N. Bassi, X. Xu, F. Xiang, N. Krane, C. A. Pignedoli, A. Narita, R. Fasel, P. Ruffieux
Related MARVEL publication:
- N. Bassi, X. Xu, F. Xiang, N. Krane, C. A. Pignedoli, A. Narita, R. Fasel, P. Ruffieux, Preferential graphitic-nitrogen formation in pyridine-extended graphene nanoribbons, Communications Chemistry 7, 274 (2024). [Open Access URL]
  Group(s): Pignedoli / Project(s): P4
10.24435/materialscloud:5r-rf — A prediction rigidity formalism for low-cost uncertainties in trained neural networks, by F. Bigi, S. Chong, M. Ceriotti, F. Grasselli
Related MARVEL publication:
- F. Bigi, S. Chong, M. Ceriotti, F. Grasselli, A prediction rigidity formalism for low-cost uncertainties in trained neural networks, Machine Learning: Science and Technology 5, 045018 (2024). [Open Access URL]
  Group(s): Ceriotti / Project(s): P2
10.24435/materialscloud:kz-3b — Probing the effects of broken symmetries in machine learning, by M. F. Langer, S. N. Pozdnyakov, M. Ceriotti
Related MARVEL publication:
- M. F. Langer, S. N. Pozdnyakov, M. Ceriotti, Probing the effects of broken symmetries in machine learning, Machine Learning: Science and Technology 5, 04LT01 (2024). [Open Access URL]
  Group(s): Ceriotti / Project(s): P2
10.24435/materialscloud:9k-09 — DFT calculations of surface binding and interstitial hydrogen formation energies for plasma-facing materials, by A. Fedrigucci, N. Marzari, P. Ricci
Related MARVEL publication:
- A. Fedrigucci, N. Marzari, P. Ricci, Comprehensive Screening of Plasma-Facing Materials for Nuclear Fusion, PRX Energy 3, 043002 (2024). [Open Access URL]
  Group(s): Marzari / Project(s): P1
10.24435/materialscloud:qt-1s — FINALES - Electrolyte optimization for maximum conductivity and for maximum cycle life, by S. K. Steensen, M. Vogler, F. F. Ramirez, L. Merker, J. Busk, J. M. Carlsson, L. H. Rieger, B. Zhang, F. Liot, G. Pizzi, F. Hanke, E. Flores, H. Hajiyani, S. Fuchs, A. Sanin, M. Gaberšček, I. E. Castelli, S. Clark, T. Vegge, A. Bhowmik, H. S. Stein
Related MARVEL publication:
- M. Vogler, S. K. Steensen, F. F. Ramírez, L. Merker, J. Busk, J. M. Carlsson, L. H. Rieger, B. Zhang, F. Liot, G. Pizzi, F. Hanke, E. Flores, H. Hajiyani, S. Fuchs, A. Sanin, M. Gaberšček, I. E. Castelli, S. Clark, T. Vegge, A. Bhowmik, H. S. Stein, Autonomous Battery Optimization by Deploying Distributed Experiments and Simulations, Advanced Energy Materials 14, 2403263 (2024). [Open Access URL]
  Group(s): Pizzi / Project(s): P3
10.24435/materialscloud:16-ac — Spectroscopic investigations of complex electronic interactions by elemental doping and material compositing of cobalt oxide for enhanced oxygen evolution reaction activity, by J. Huang, A. H. Clark, N. Natasha Hales, C. N. Borca, T. Huthwelker, T. J. Schmidt, E. Fabbri
Related MARVEL publication:
- J. Huang, A. H. Clark, N. Hales, C. N. Borca, T. Huthwelker, R. Skoupy, T. J. Schmidt, E. Fabbri, Spectroscopic Investigations of Complex Electronic Interactions by Elemental Doping and Material Compositing of Cobalt Oxide for Enhanced Oxygen Evolution Reaction Activity, Advanced Functional Materials 34, 2405384 (2024). [Open Access URL]
  Group(s): Fabbri / Project(s): DD4
10.24435/materialscloud:ze-41 — Conformational tuning of magnetic interactions in coupled nanographenes, by G. Catarina, E. Turco, N. Krane, M. Bommert, A. Ortega-Guerrero, O. Gröning, P. Ruffieux, R. Fasel, C. A. Pignedoli
Related MARVEL publication:
- G. Catarina, E. Turco, N. Krane, M. Bommert, A. Ortega-Guerrero, O. Gröning, P. Ruffieux, R. Fasel, C. A. Pignedoli, Conformational Tuning of Magnetic Interactions in Coupled Nanographenes, Nano Letters 24, 12536 (2024).[Open Access URL]
  Group(s): Pignedoli / Project(s): P4
10.5281/zenodo.12547494 — Slip Opacity and Fast Osmotic Transport of Hydrophobes at Aqueous Interfaces with Two-Dimensional Materials, part 1/4, by M. Bilichenko
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- M. Bilichenko, M. Iannuzzi, G. Tocci, Slip Opacity and Fast Osmotic Transport of Hydrophobes at Aqueous Interfaces with Two-Dimensional Materials, ACS Nano 18, 24118–24127 (2024).
  Group(s): Hutter / Project(s): QS
10.5281/zenodo.12547514 — Slip Opacity and Fast Osmotic Transport of Hydrophobes at Aqueous Interfaces with Two-Dimensional Materials, part 2/4, by M. Bilichenko
Related MARVEL publication:
- M. Bilichenko, M. Iannuzzi, G. Tocci, Slip Opacity and Fast Osmotic Transport of Hydrophobes at Aqueous Interfaces with Two-Dimensional Materials, ACS Nano 18, 24118–24127 (2024).
  Group(s): Hutter / Project(s): QS
10.5281/zenodo.12547523 — Slip Opacity and Fast Osmotic Transport of Hydrophobes at Aqueous Interfaces with Two-Dimensional Materials, part 3/4, by M. Bilichenko
Related MARVEL publication:
- M. Bilichenko, M. Iannuzzi, G. Tocci, Slip Opacity and Fast Osmotic Transport of Hydrophobes at Aqueous Interfaces with Two-Dimensional Materials, ACS Nano 18, 24118–24127 (2024).
  Group(s): Hutter / Project(s): QS
10.5281/zenodo.12547539 — Slip Opacity and Fast Osmotic Transport of Hydrophobes at Aqueous Interfaces with Two-Dimensional Materials, part 4/4, by M. Bilichenko
Related MARVEL publication:
- M. Bilichenko, M. Iannuzzi, G. Tocci, Slip Opacity and Fast Osmotic Transport of Hydrophobes at Aqueous Interfaces with Two-Dimensional Materials, ACS Nano 18, 24118–24127 (2024).
  Group(s): Hutter / Project(s): QS
10.5281/zenodo.12594971 — mariabilichenk0/slip-opacity: v0.1.0, by M. Bilichenko
Related MARVEL publication:
- M. Bilichenko, M. Iannuzzi, G. Tocci, Slip Opacity and Fast Osmotic Transport of Hydrophobes at Aqueous Interfaces with Two-Dimensional Materials, ACS Nano 18, 24118–24127 (2024).
  Group(s): Hutter / Project(s): QS
10.24435/materialscloud:sm-90 — Influence of carrier-carrier interactions on the sub-threshold swing of band-to-band tunnelling transistors, by C. H. Xia, L. Deuschle, J. Cao, A. Maeder, M. Luisier
Related MARVEL publication:
- C. H. Xia, L. Deuschle, J. Cao, A. Maeder, M. Luisier, Influence of Carrier–Carrier Interactions on the Sub-Threshold Swing of Band-to-Band Tunnelling Transistors, IEEE Electron Device Letters 45, 1504–1507 (2024). [Open Access URL]
  Group(s): Luisier / Project(s): ASM
10.24435/materialscloud:j5-7n — Deterministic grayscale nanotopography to engineer mobilities in strained MoS₂ FETs, by X. Liu, B. Erbas, A. Conde Rubio, N. Rivano, Z. Wang, J. Jiang, S. Bienz, N. Kumar, T. Sohier, M. Penedo, M. Banerjee, G. Fantner, R. Zenobi, N. Marzari, A. Kis, G. Boero, J. Brugger
Related MARVEL publication:
- X. Liu, B. Erbas, A. Conde-Rubio, N. Rivano, Z. Wang, J. Jiang, S. Bienz, N. Kumar, T. Sohier, M. Penedo, M. Banerjee, G. Fantner, R. Zenobi, N. Marzari, A. Kis, G. Boero, J. Brugger, Deterministic grayscale nanotopography to engineer mobilities in strained MoS₂ FETs, Nature Communications 15, 6934 (2024). [Open Access URL]
  Group(s): Marzari / Project(s): P1
10.24435/materialscloud:ft-j0 — First-principles characterization of thermal conductivity in LaPO₄-based alloys, by A. Pazhedath, L. Bastonero, N. Marzari, M. Simoncelli
Related MARVEL publication:
- A. Pazhedath, L. Bastonero, N. Marzari, M. Simoncelli, First-principles characterization of thermal conductivity in LaPO₄-based alloys, Physical Review Applied 22, 024064 (2024). [Open Access URL]
  Group(s): Marzari / Project(s): P4
10.24435/materialscloud:th-d5 — First-principles thermodynamics of precipitation in aluminum-containing refractory alloys, by Y. L. Müller, A. Raju Natarajan
Related MARVEL publication:
- Y. L. Müller, A. R. Natarajan, First-principles thermodynamics of precipitation in aluminum-containing refractory alloys, Acta Materialia 274, 119995 (2024). [Open Access URL]
  Group(s): Raju Natarajan / Project(s): P1
10.24435/materialscloud:xw-g5 — Modeling the ferroelectric phase transition in barium titanate with DFT accuracy and converged sampling, by L. Gigli, A. Goscinski, M. Ceriotti, G. A. Tribello
Related MARVEL publication:
- L. Gigli, A. Goscinski, M. Ceriotti, G. A. Tribello, Modeling the ferroelectric phase transition in barium titanate with DFT accuracy and converged sampling, Physical Review B 110, 024101 (2024). [Open Access URL]
  Group(s): Ceriotti / Project(s): P2
10.5281/zenodo.7952084 — Wigner Kernels, by Anonymous
Related MARVEL publication:
- F. Bigi, S. N. Pozdnyakov, M. Ceriotti, Wigner kernels: Body-ordered equivariant machine learning without a basis, The Journal of Chemical Physics 161, 044116 (2024). [Open Access URL]
  Group(s): Ceriotti / Project(s): P2
10.24435/materialscloud:xd-ef — 3DReact: geometric deep learning for chemical reactions, by P. van Gerwen, K. Briling, C. Bunne, V. R. Somnath, R. Laplaza, A. Krause, C. Corminboeuf
Related MARVEL publication:
- P. van Gerwen, K. R. Briling, C. Bunne, V. R. Somnath, R. Laplaza, A. Krause, C. Corminboeuf, 3DReact: Geometric deep learning for chemical reactions, Journal of Chemical Information and Modeling 64, 5771–5785 (2024). [Open Access URL]
  Group(s): Corminboeuf / Project(s): P2
10.24435/materialscloud:kp-2v — Spin-dependent interactions in orbital-density-dependent functionals: non-collinear Koopmans spectral functionals, by A. Marrazzo, N. Colonna
Related MARVEL publication:
- A. Marrazzo, N. Colonna, Spin-dependent interactions in orbital-density-dependent functionals: Noncollinear Koopmans spectral functionals, Physical Review Research 6, 033085 (2024). [Open Access URL]
  Group(s): Marzari / Project(s): P4
10.5281/zenodo.10684869 — Characterization and Simulation Data for the Manuscript: "Adsorption in Pyrene-based Metal-Organic Frameworks: the Role of Pore Structure and Topology", by M. J. Pougin, N. P. Domingues, F. P. Uran, A. Ortega-Guerrero, C. P. Ireland, J. Espín, W. Lee Queen, B. Smit
Related MARVEL publication:
- M. J. Pougin, N. P. Domingues, F. P. Uran, A. Ortega-Guerrero, C. P. Ireland, J. Espín, W. L. Queen, B. Smit, Adsorption in Pyrene-Based Metal-Organic Frameworks: The Role of Pore Structure and Topology, ACS Applied Materials & Interfaces 16, 36586–36598 (2024). [Open Access URL]
  Group(s): Smit / Project(s): P1
10.24435/materialscloud:az-j9 — Analysis of bootstrap and subsampling in high-dimensional regularized regression (code), by L. Clarte, A. Vandenbroucque, G. Dalle, B. Loureiro, F. Krzakala, L. Zdeborova
Related MARVEL publication:
- L. Clarté, A. Vandenbroucque, G. Dalle, B. Loureiro, F. Krzakala, L. Zdeborová, Analysis of Bootstrap and Subsampling in High-dimensional Regularized Regression, 244, 787–819 (2024). [Open Access URL]
  Group(s): Zdeborova / Project(s): P2
10.24435/materialscloud:nv-1g — Thermal transport of Li₃PS₄ solid electrolytes with ab initio accuracy, by D. Tisi, F. Grasselli, L. Gigli, M. Ceriotti
Related MARVEL publication:
- D. Tisi, F. Grasselli, L. Gigli, M. Ceriotti, Thermal conductivity of Li₃PS₄ solid electrolytes with ab initio accuracy, Physical Review Materials 8, 065403 (2024). [Open Access URL]
  Group(s): Ceriotti / Project(s): P2
10.24435/materialscloud:gn-qs — Density functional perturbation theory for one-dimensional systems: implementation and relevance for phonons and electron-phonon interactions, by N. Rivano, N. Marzari, T. Sohier
Related MARVEL publication:
- N. Rivano, N. Marzari, T. Sohier, Density functional perturbation theory for one-dimensional systems: Implementation and relevance for phonons and electron-phonon interactions, Physical Review B 109, 245426 (2024). [Open Access URL]
  Group(s): Marzari / Project(s): DD3
10.24435/materialscloud:xh-za — Searching for the thinnest metallic wire, by C. Cignarella, D. Campi, N. Marzari
Related MARVEL publication:
- C. Cignarella, D. Campi, N. Marzari, Searching for the Thinnest Metallic Wire, ACS Nano 18, 16101 (2024). [Open Access URL]
  Group(s): Marzari / Project(s): P1, DD3
10.24435/materialscloud:yd-cz — Data-intensive exploration of the photoelectrochemical responses of main-group metal sulfides, by R. R. Katzbaer, S. Gelin, M. J. Theibault, M. M. Khan, C. Chandler, N. Colonna, Z. Mao, H. D. Abruña, I. Dabo, R. E. Schaak
Related MARVEL publication:
- R. R. Katzbaer, S. Gelin, M. J. Theibault, M. M. Khan, C. Chandler, N. Colonna, Z. Mao, H. D. Abruña, I. Dabo, R. E. Schaak, Data-Intensive Exploration of the Photoelectrochemical Responses of Main-Group Metal Sulfides, The Journal of Physical Chemistry C 128, 8874–8882 (2024). [Open Access URL]
  Group(s): Marzari / Project(s): P4
10.3929/ethz-b-000651780 — Phonon-Limited Transport in 2D Materials: A Unified Approach for ab initio Mobility and Current Calculations, by J. Backman, Y. Lee, M. Luisier
Related MARVEL publication:
- J. Backman, Y. Lee, M. Luisier, Phonon-limited transport in two-dimensional materials: A unified approach for ab initio mobility and current calculations, Physical Review Applied 21, 054017 (2024). [Open Access URL]
  Group(s): Luisier / Project(s): ASM
10.24435/materialscloud:tw-b5 — Orbital-resolved DFT+U for molecules and solids, by E. Macke, I. Timrov, N. Marzari, L. Colombi Ciacchi
Related MARVEL publication:
- E. Macke, I. Timrov, N. Marzari, L. C. Ciacchi, Orbital-Resolved DFT+U for Molecules and Solids, Journal of Chemical Theory and Computation 20, 4824 (2024). [Open Access URL]
  Group(s): Marzari / Project(s): P4
10.24435/materialscloud:fm-za — The rule of four: anomalous stoichiometries of inorganic compounds, by E. Gazzarrini, R. K. Cersonsky, M. Bercx, C. S. Adorf, N. Marzari
Related MARVEL publication:
- E. Gazzarrini, R. K. Cersonsky, M. Bercx, C. S. Adorf, N. Marzari, The rule of four: anomalous distributions in the stoichiometries of inorganic compounds, npj Computational Materials 10, 73 (2024). [Open Access URL]
  Group(s): Marzari / Project(s): P2
10.24435/materialscloud:v8-hq — Unveiling the pH-dependent structure-activity relationship of Co-based catalysts toward oxygen evolution reaction, by J. Huang, C. N. Borca, T. Huthwelker, N. S. Yüzbasi, T. J. Schmidt, E. Fabbri
Related MARVEL publication:
- J. Huang, C. N. Borca, T. Huthwelker, N. S. Yüzbasi, D. Baster, M. El Kazzi, C. W. Schneider, T. J. Schmidt, E. Fabbri, Surface oxidation/spin state determines oxygen evolution reaction activity of cobalt-based catalysts in acidic environment, Nature Communications 15, 3067 (2024). [Open Access URL]
  Group(s): Fabbri / Project(s): DD4
10.5281/zenodo.10829066 — gentinettagian/circuit-cutting-pvqd: Published version, by G. Gentinetta
Related MARVEL publication:
- G. Gentinetta, F. Metz, G. Carleo, Overhead-constrained circuit knitting for variational quantum dynamics, Quantum 8, 1296 (2024). [Open Access URL]
  Group(s): Carleo / Project(s): QS
10.24435/materialscloud:zh-q9 — Surface segregation in high-entropy alloys from alchemical machine learning: dataset HEA25S, by A. Mazitov, M. A. Springer, N. Lopanitsyna, G. Fraux, S. De, M. Ceriotti
Related MARVEL publication:
- A. Mazitov, M. A. Springer, N. Lopanitsyna, G. Fraux, S. De, M. Ceriotti, Surface segregation in high-entropy alloys from alchemical machine learning, JPhys Materials 7, 025007 (2024). [Open Access URL]
  Group(s): Ceriotti / Project(s): P2
10.24435/materialscloud:pr-s2 — Automated all-functionals infrared and Raman spectra, by L. Bastonero, N. Marzari
Related MARVEL publication:
- L. Bastonero, N. Marzari, Automated all-functionals infrared and Raman spectra, npj Computational Materials 10, 55 (2024). [Open Access URL]
  Group(s): Marzari / Project(s): P4
10.24435/materialscloud:6f-kw — On-surface cyclization of vinyl groups on poly-para-phenylene involving an unusual pentagon to hexagon transformation, by M. Di Giovannantonio, Z. Qiu, C. A. Pignedoli, S. Asako, P. Ruffieux, K. Müllen, A. Narita, R. Fasel
Related MARVEL publication:
- M. Di Giovannantonio, Z. Qiu, C. A. Pignedoli, S. Asako, P. Ruffieux, K. Müllen, A. Narita, R. Fasel, On-surface cyclization of vinyl groups on poly-para-phenylene involving an unusual pentagon to hexagon transformation, Nature Communications 15, 1910 (2024). [Open Access URL]
  Group(s): Pignedoli / Project(s): P4
10.24435/materialscloud:zc-45 — Flat-band hybridization between f and d states near the Fermi energy of SmCoIn₅, by D. W. Tam, N. Colonna, F. Alarab, V. Strocov, D. J. Gawryluk, E. Pomjakushina, M. Kenzelmann
Related MARVEL publication:
- D. W. Tam, N. Colonna, F. Alarab, V. N. Strocov, D. J. Gawryluk, E. Pomjakushina, M. Kenzelmann, Flat-band hybridization between f and d states near the Fermi energy of SmCoIn₅, npj Quantum Materials 9, 26 (2024).[Open Access URL]
  Group(s): Marzari / Project(s): P4
10.24435/materialscloud:yh-sq — Operando tracking the interactions between CoOx and CeO₂ during oxygen evolution reaction, by J. Huang, N. Hales, A. H. Clark, N. S. Yüzbasi, C. N. Borca, T. Huthwelker, T. J. Schmidt, E. Fabbri
Related MARVEL publication:
- J. Huang, N. Hales, A. H. Clark, N. S. Yüzbasi, C. N. Borca, T. Huthwelker, T. J. Schmidt, E. Fabbri, Operando Tracking the Interactions between CoO_x and CeO₂ during Oxygen Evolution Reaction, Advanced Energy Materials 14, 2303529 (2024). [Open Access URL]
 Group(s): Fabbri / Project(s): DD4
10.24435/materialscloud:qy-gv — Mechanism of charge transport in lithium thiophosphate, by L. Gigli, D. Tisi, F. Grasselli, M. Ceriotti
Related MARVEL publication:
- L. Gigli, D. Tisi, F. Grasselli, M. Ceriotti, Mechanism of Charge Transport in Lithium Thiophosphate, Chemistry of Materials 36, 1482–1496 (2024). [Open Access URL]
  Group(s): Ceriotti / Project(s): P2
10.5281/zenodo.8003294 — Bispectrum degenerate B8 data, by J. Nigam, M. Ceriotti
Related MARVEL publication:
- J. Nigam, S. N. Pozdnyakov, K. K. Huguenin-Dumittan, M. Ceriotti, Completeness of atomic structure representations, APL Machine Learning 2, 016110 (2024). [Open Access URL]
  Group(s): Ceriotti / Project(s): P2
10.24435/materialscloud:j2-58 — Electronic excited states from physically-constrained machine learning, by E. Cignoni, D. Suman, J. Nigam, L. Cupellini, B. Mennucci, M. Ceriotti
Related MARVEL publication:
- E. Cignoni, D. Suman, J. Nigam, L. Cupellini, B. Mennucci, M. Ceriotti, Electronic Excited States from Physically Constrained Machine Learning, ACS Central Science 10, 637–648 (2024). [Open Access URL]
  Group(s): Ceriotti / Project(s): P2
10.24435/materialscloud:pz-2y — From organic fragments to photoswitchable catalysts: the off-on structural repository for transferable kernel-based potentials, by F. Célerse, M. D. Wodrich, S. Vela, S. Gallarati, R. Fabregat, V. Juraskova, C. Corminboeuf
Related MARVEL publication:
- F. Célerse, M. D. Wodrich, S. Vela, S. Gallarati, R. Fabregat, V. Juraskova, C. Corminboeuf, From Organic Fragments to Photoswitchable Catalysts: The OFF-ON Structural Repository for Transferable Kernel-Based Potentials, Journal of Chemical Information and Modeling 64, 1201–1212 (2024). [Open Access URL]
  Group(s): Corminboeuf / Project(s): P2
10.24435/materialscloud:ph-3c — Prediction of a novel type-I antiferromagnetic Weyl semimetal, by D. Grassano, L. Binci, N. Marzari
Related MARVEL publication:
- D. Grassano, L. Binci, N. Marzari, Type-I antiferromagnetic Weyl semimetal InMnTi₂, Physical Review Research 6, 013140 (2024). [Open Access URL]
  Group(s): Marzari / Project(s): DD3
10.24435/materialscloud:9t-f8 — High-throughput screening of Weyl semimetals, by D. Grassano, N. Marzari, D. Campi
Related MARVEL publication:
- D. Grassano, N. Marzari, D. Campi, High-throughput screening of Weyl semimetals, Physical Review Materials 8, 024201 (2024). [Open Access URL]
  Group(s): Marzari / Project(s): DD3
10.24435/materialscloud:fq-nq — On-surface synthesis of anthracene-fused zigzag graphene nanoribbons from 2,7-dibromo-9,9'-bianthryl reveals unexpected ring rearrangements, by X. Xu, A. Kinikar, M. Di Giovannantonio, C. A. Pignedoli, P. Ruffieux, K. Müllen, R. Fasel, A. Narita
Related MARVEL publication:
- X. Xu, A. Kinikar, M. Di Giovannantonio, C. A. Pignedoli, P. Ruffieux, K. Müllen, R. Fasel, A. Narita, On-Surface Synthesis of Anthracene-Fused Zigzag Graphene Nanoribbons from 2,7-Dibromo-9,9'-bianthryl Reveals Unexpected Ring Rearrangements, Precision Chemistry 2, 81–87 (2024). [Open Access URL]
  Group(s): Pignedoli / Project(s): P4
10.24435/materialscloud:zh-14 — Ternary oxides of s- and p-block metals for photocatalytic solar-to-hydrogen conversion, by S. Gelin, N. E. Kirchner-Hall, R. R. Katzbaer, M. J. Theibault, Y. Xiong, W. Zhao, M. M. Khan, E. Andrewlavage, P. Orbe, S. M. Baksa, M. Cococcioni, I. Timrov, Q. Campbell, H. Abruña, R. E. Schaak, I. Dabo
Related MARVEL publication:
- S. Gelin, N. E. Kirchner-Hall, R. R. Katzbaer, M. J. Theibault, Y. Xiong, W. Zhao, M. M. Khan, E. Andrewlavage, P. Orbe, S. M. Baksa, M. Cococcioni, I. Timrov, Q. Campbell, H. Abruña, R. E. Schaak, I. Dabo, Ternary Oxides of s- and p-Block Metals for Photocatalytic Solar-to-Hydrogen Conversion, PRX Energy 3, 013007 (2024). [Open Access URL]
  Group(s): Marzari / Project(s): P4
10.5281/zenodo.13318731 — Predicting Topological Entanglement Entropy in a Rydberg analog simulator, by L. Mauron
Related MARVEL publication:
- L. Mauron, Z. Denis, J. Nys, G. Carleo, Predicting Topological Entanglement Entropy in a Rydberg analog simulator, arXiv:2406.19872 (2024). [Open Access URL]
  Group(s): Carleo / Project(s): QS
10.6084/m9.figshare.27102529 — Data accompanying "Ab-initio variational wave functions for the time-dependent many-electron Schrödinger equation", by J. Nys
Related MARVEL publication:
- J. Nys, G. Pescia, A. Sinibaldi, G. Carleo, Ab-initio variational wave functions for the time-dependent many-electron Schrödinger equation, Nature Communications 15, 9404 (2024). [Open Access URL]
  Group(s): Carleo / Project(s): P2
10.5281/zenodo.8263407 — varbench/varbench: v1.1.0, by J. M. Silvester, D. Wu, ltocchio, N. Astrakhantsev, G. Carleo, Y. Yang, F. Ferrari, R. Pohle, ssorella, M. Hibat-Allah, jrm874, yusukenomura, F. Vicentini, M. Schmid, xiaodongcao, I. Romero, A. Wietek, J. Nys, Q. Yang
Related MARVEL publication:
- D. Wu, R. Rossi, F. Vicentini, N. Astrakhantsev, F. Becca, X. Cao, J. Carrasquilla, F. Ferrari, A. Georges, M. Hibat-Allah, M. Imada, A. M. Läuchli, G. Mazzola, A. Mezzacapo, A. Millis, J. R. Moreno, T. Neupert, Y. Nomura, J. Nys, O. Parcollet, R. Pohle, I. Romero, M. Schmid, J. M. Silvester, S. Sorella, L. F. Tocchio, L. Wang, S. R. White, A. Wietek, Q. Yang, Y. Yang, S. Zhang, G. Carleo, Variational benchmarks for quantum many-body problems, Science 386, 296–301 (2024). [Open Access URL]
  Group(s): Carleo / Project(s): P2, QS
10.5281/zenodo.6303725 — gentinettagian/complexity_of_qsvms: arXiv release, by G. Gentinetta
Related MARVEL publication:
- G. Gentinetta, A. Thomsen, D. Sutter, S. Woerner, The complexity of quantum support vector machines, Quantum8, 1225 (2024). [Open Access URL]
  Group(s): Carleo / Project(s): QS
10.24435/materialscloud:jx-a5 — Automated prediction of ground state spin for transition metal complexes, by Y. Cho, R. Laplaza, S. Vela, C. Corminboeuf
Related MARVEL publication:
- Y. Cho, R. Laplaza, S. Vela, C. Corminboeuf, Automated prediction of ground state spin for transition metal complexes, Digital Discovery 3, 1638–1647 (2024). [Open Access URL]
  Group(s): Corminboeuf / Project(s): P2
10.24435/materialscloud:xd-10 — Benchmarking machine-readable vectors of chemical reactions on computed activation barriers, by P. van Gerwen, K. R. Briling, Y. Calvino Alonso, M. Franke, C. Corminboeuf
Related MARVEL publication:
- P. van Gerwen, K. R. Briling, Y. Calvino Alonso, M. Franke, C. Corminboeuf, Benchmarking machine-readable vectors of chemical reactions on computed activation barriers, Digital Discovery 3, 932–943 (2024). [Open Access URL]
  Group(s): Corminboeuf / Project(s): P2
10.24435/materialscloud:1g-w5 — SPAᴴM(a,b): encoding the density information from guess Hamiltonian in quantum machine learning representations, by K. R. Briling, Y. Calvino Alonso, A. Fabrizio, C. Corminboeuf
Related MARVEL publication:
- K. R. Briling, Y. Calvino Alonso, A. Fabrizio, C. Corminboeuf, SPAHM(a,b): Encoding the density information from guess Hamiltonian in quantum machine learning representations, Journal of Chemical Theory and Computation20, 1108–1117 (2024). [Open Access URL]
  Group(s): Corminboeuf / Project(s): P2
10.5281/zenodo.10387647 — kefisher98/Multitask_GP: Multi-task methods for predicting molecular properties from heterogeneous data, by K. Fisher, M. Herbst, Y. Marzouk
Related MARVEL publication:
- K. E. Fisher, M. F. Herbst, Y. M. Marzouk, Multitask methods for predicting molecular properties from heterogeneous data, The Journal of Chemical Physics 161, 014114 (2024). [Open Access URL]
  Group(s): Herbst / Project(s): P3
10.24435/materialscloud:47-6g — A general framework for active space embedding methods: applications in quantum computing, by S. Battaglia, M. Rossmannek, V. V. Rybkin, I. Tavernelli, J. Hutter
Related MARVEL publication:
- S. Battaglia, M. Rossmannek, V. V. Rybkin, I. Tavernelli, J. Hutter, A general framework for active space embedding methods with applications in quantum computing, npj Computational Materials 10, 297 (2024). [Open Access URL]
  Group(s): Hutter, Tavernelli / Project(s): QS
10.5281/zenodo.10974355 — GW - SC'24 Artifact - Logs and Scripts, by A. N. Ziogas
Related MARVEL publication:
- L. Deuschle, A. Maeder, V. Maillou, N. Vetsch, A. Winka, J. Cao, A. N. Ziogas, M. Luisier, Towards Exascale Simulations of Nanoelectronic Devices in the GW Approximation, 988–1003 (2024). [Open Access URL]
  Group(s): Luisier / Project(s): ASM
10.24435/materialscloud:vm-5n — Spectral operator representations, by A. Zadoks, A. Marrazzo, N. Marzari
Related MARVEL publication:
- A. Zadoks, A. Marrazzo, N. Marzari, Spectral Operator Representations, npj Computational Materials 10, 278 (2024). [Open Access URL]
  Group(s): Marzari / Project(s): P2
10.24435/materialscloud:w7-k1 — Teaching oxidation states to neural networks, by C. Malica, N. Marzari
Related MARVEL publication:
- C. Malica, N. Marzari, Teaching oxidation states to neural networks, arXiv:2412.01652 (2024). [Open Access URL]
  Group(s): Marzari / Project(s): P2
10.24435/materialscloud:14-b3 — The energy landscape of magnetic materials, by L. Ponet, E. Di Lucente, N. Marzari
Related MARVEL publication:
- L. Ponet, E. Di Lucente, N. Marzari, The energy landscape of magnetic materials, npj Computational Materials 10, 151 (2024). [Open Access URL]
  Group(s): Marzari / Project(s): P4
10.24435/materialscloud:w1-ev — Predicting electronic screening for fast Koopmans spectral functional calculations, by Y. Schubert, S. Luber, N. Marzari, E. Linscott
Related MARVEL publication:
- Y. Schubert, S. Luber, N. Marzari, E. Linscott, Predicting electronic screening for fast Koopmans spectral functional calculations, npj Computational Materials 10, 299 (2024). [Open Access URL]
  Group(s): Marzari / Project(s): P4
10.24435/materialscloud:vx-ew — A bridge between trust and control: Computational workflows meet automated battery cycling, by P. Kraus, E. Bainglass, F. F. Ramirez, E. Svaluto-Ferro, L. Ercole, B. Kunz, S. P. Huber, N. Plainpan, N. Marzari, C. Battaglia, G. Pizzi
Related MARVEL publication:
- P. Kraus, E. Bainglass, F. F. Ramirez, E. Svaluto-Ferro, L. Ercole, B. Kunz, S. P. Huber, N. Plainpan, N. Marzari, C. Battaglia, G. Pizzi, A bridge between trust and control: computational workflows meet automated battery cycling, Journal of Materials Chemistry A 12, 10773–10783 (2024). [Open Access URL]
  Group(s): Marzari, Pizzi / Project(s): P3, P4
10.24435/materialscloud:kc-0t — Predicting the suitability of photocatalysts for water splitting using Koopmans spectral functionals: the case of TiO₂ polymorphs, by M. Stojkovic, E. Linscott, N. Marzari
Related MARVEL publication:
- M. Stojkovic, E. Linscott, N. Marzari, Predicting the suitability of photocatalysts for water splitting using Koopmans spectral functionals: The case of TiO₂ polymorphs, arXiv:2412.17488 (2024). [Open Access URL]
  Group(s): Marzari / Project(s): P4
10.24435/materialscloud:gq-6x — Electric field tunable bandgap in twisted double trilayer graphene, by M. L. Perrin, A. Jayaraj, B. Ghawri, K. Watanabe, T. Taniguchi, D. Passerone, M. Calame, J. Zhang
Related MARVEL publication:
- M. L. Perrin, A. Jayaraj, B. Ghawri, K. Watanabe, T. Taniguchi, D. Passerone, M. Calame, J. Zhang, Electric field tunable bandgap in twisted double trilayer graphene, npj 2D Materials and Applications 8, 14 (2024). [Open Access URL]
  Group(s): Passerone / Project(s): ASM
10.24435/materialscloud:y5-et — Electronic decoupling and hole-doping of graphene nanoribbons on metal substrates by chloride intercalation, by A. Kinikar, T. G. Englmann, M. Di Giovannantonio, N. Bassi, F. Xiang, S. Stolz, R. Widmer, G. Borin Barin, E. Turco, N. Merino Díez, K. Eimre, A. Ortega-Guerrero, X. Feng, O. Gröning, C. A. Pignedoli, R. Fasel, P. Ruffieux
Related MARVEL publication:
- A. Kinikar, T. G. Englmann, M. Di Giovannantonio, N. Bassi, F. Xiang, S. Stolz, R. Widmer, G. Borin Barin, E. Turco, K. Eimre, N. Merino Díez, A. Ortega-Guerrero, X. Feng, O. Gröning, C. A. Pignedoli, R. Fasel, P. Ruffieux, Electronic Decoupling and Hole-Doping of Graphene Nanoribbons on Metal Substrates by Chloride Intercalation, ACS Nano18, 16622–16631 (2024). [Open Access URL]
  Group(s): Pignedoli / Project(s): P4
10.24435/materialscloud:62-ew — Dramatic acceleration of the Hopf cyclization on gold(111): from enediynes to unusual graphene nanoribbons, by C. Zhao, C. A. Pignedoli, D. D. Bhagwandin, W. Xu, P. Rufieux, R. Fasel, Y. Rubin
Related MARVEL publication:
- C. Zhao, D. D. Bhagwandin, W. Xu, P. Ruffieux, S. I. Khan, C. A. Pignedoli, R. Fasel, Y. Rubin, Dramatic Acceleration of the Hopf Cyclization on Gold(111): From Enediynes to Peri-Fused Diindenochrysene Graphene Nanoribbons, Journal of the American Chemical Society 146, 2474–2483 (2024). [Open Access URL]
  Group(s): Pignedoli / Project(s): P4
10.24435/materialscloud:yh-fj — Tailoring magnetism of graphene nanoflakes via tip-controlled dehydrogenation, by C. Zhao, Q. Huang, L. Valenta, K. Eimre, L. Yang, A. V. Yakutovich, W. Xu, X. Feng, M. Juríček, R. Fasel, P. Ruffieux, C. A. Pignedoli
Related MARVEL publication:
- C. Zhao, Q. Huang, L. Valenta, K. Eimre, L. Yang, A. V. Yakutovich, W. Xu, J. Ma, X. Feng, M. Juríček, R. Fasel, P. Ruffieux, C. A. Pignedoli, Tailoring Magnetism of Graphene Nanoflakes via Tip-Controlled Dehydrogenation, Physical Review Letters 132, 046201 (2024). [Open Access URL]
  Group(s): Pignedoli / Project(s): P4
10.24435/materialscloud:21-aj — Sterically selective [3+3] cycloaromatization in the on-surface synthesis of nanographenes, by A. Kinikar, X. Wang, M. Di Giovannantonio, J. I. Urgel, P. Liu, K. Eimre, C. A. Pignedoli, S. Stolz, M. Bommert, S. Mishra, Q. Sun, R. Widmer, Z. Qiu, A. Narita, K. Müllen, P. Ruffieux, R. Fasel
Related MARVEL publication:
- A. Kinikar, X. Wang, M. Di Giovannantonio, J. I. Urgel, P. Liu, K. Eimre, C. A. Pignedoli, S. Stolz, M. Bommert, S. Mishra, Q. Sun, R. Widmer, Z. Qiu, A. Narita, K. Müllen, P. Ruffieux, R. Fasel, Sterically Selective [3 + 3] Cycloaromatization in the On-Surface Synthesis of Nanographenes, ACS Nanoscience Au 4, 128–135 (2024). [Open Access URL]
  Group(s): Pignedoli / Project(s): P4
10.5281/zenodo.10563098 — Datasets for the paper "Advancing Scanning Probe Microscopy Simulations: A Decade of Development in Probe-Particle Models", by M. Ondráček, A. Yakutovich, N. Oinonen, O. Krejčí
Related MARVEL publication:
- N. Oinonen, A. V. Yakutovich, A. Gallardo, M. Ondráček, P. Hapala, O. Krejčí, Advancing scanning probe microscopy simulations: A decade of development in probe-particle models, Computer Physics Communications 305, 109341 (2024). [Open Access URL]
  Group(s): Pignedoli / Project(s): P4
10.24435/materialscloud:zx-87 — Spin excitations in nanographene-based antiferromagnetic spin-½ Heisenberg chains, by C. Zhao, L. Yang, J. Henriques, M. Ferri-Cortés, G. Catarina, C. A. Pignedoli, J. Ma, X. Feng, P. Ruffieux, J. Rossier, R. Fasel
Related MARVEL publication:
- C. Zhao, L. Yang, J. C. G. Henriques, M. Ferri-Cortés, G. Catarina, C. A. Pignedoli, J. Ma, X. Feng, P. Ruffieux, J. Fernández-Rossier, R. Fasel, Gapless spin excitations in nanographene-based antiferromagnetic spin-½ Heisenberg chains, arXiv:2408.10045 (2024). [Open Access URL]
  Group(s): Pignedoli / Project(s): P4
10.24435/materialscloud:zn-y8 — Tilted-plane structure of the energy of finite quantum systems, by A. Burgess, E. Linscott, D. O'Regan
Related MARVEL publication:
- A. C. Burgess, E. Linscott, D. D. O'Regan, Tilted-plane structure of the energy of finite quantum systems, Physical Review Letters 133, 026404 (2024). [Open Access URL]
  Group(s): Marzari / Project(s): P4
10.24435/materialscloud:hz-6e — Accurate and efficient computation of the fundamental bandgap of the vacancy-ordered double perovskite Cs₂TiBr₆, by J. Ingall, E. Linscott, N. Colonna, A. Page, V. Keast
Related MARVEL publication:
- J. E. Ingall, E. Linscott, N. Colonna, A. J. Page, V. J. Keast, Accurate and efficient computation of the fundamental bandgap of the vacancy-ordered double perovskite Cs₂TiBr₆, The Journal of Physical Chemistry C 128, 9217 (2024). [Open Access URL]
  Group(s): Marzari / Project(s): P4
10.24435/materialscloud:zq-tj — Berry curvature signatures in chiroptical excitonic transitions, by S. Beaulieu, S. Dong, V. Christiansson, P. Werner, T. Pincelli, J. D. Ziegler, T. Taniguchi, K. Watanabe, A. Chernikov, M. Wolf, L. Rettig, R. Ernstorfer, M. Schüler
Related MARVEL publication:
- S. Beaulieu, S. Dong, V. Christiansson, P. Werner, T. Pincelli, J. D. Ziegler, T. Taniguchi, K. Watanabe, A. Chernikov, M. Wolf, L. Rettig, R. Ernstorfer, M. Schüler, Berry curvature signatures in chiroptical excitonic transitions, Science Advances 10, eadk3897 (2024). [Open Access URL]
  Group(s): Schueler, Werner / Project(s): ASM
10.17617/3.pilcpq — Controllable orbital angular momentum monopoles in chiral topological semimetals, by Y. Yen, J. Krieger, M. Yao, I. Robredo, K. Manna, Q. Yang, E. C. McFarlane, C. Shekhar, H. Borrmann, S. Stolz, O. Gröning, V. N. Strocov, S. Parkin, C. Felser, M. Garcia Vergniory, M. Schüler, N. Schröter
Related MARVEL publication:
- Y. Yen, J. A. Krieger, M. Yao, I. Robredo, K. Manna, Q. Yang, E. C. McFarlane, C. Shekhar, H. Borrmann, S. Stolz, R. Widmer, O. Gröning, V. N. Strocov, S. S. P. Parkin, C. Felser, M. G. Vergniory, M. Schüler, N. B. M. Schröter, Controllable orbital angular momentum monopoles in chiral topological semimetals, Nature Physics 20, 1912 (2024). [Open Access URL]
  Group(s): Schueler / Project(s): ASM
10.24435/materialscloud:ah-f4 — Explaining the effect of in-plane strain on thermal degradation kinetics of Cu/W nano-multilayers, by J. Fernandez Troncoso, G. Lorenzin, C. Cancellieri, V. Turlo
Related MARVEL publication:
- J. F. Troncoso, G. Lorenzin, C. Cancellieri, V. Turlo, Explaining the effect of in-plane strain on thermal degradation kinetics of Cu/W nano-multilayers, Scripta Materalia 242, 115902 (2024). [Open Access URL]
  Group(s): Turlo / Project(s): P1
10.24435/materialscloud:ya-3k — Do we really need machine learning interatomic potentials for modeling amorphous metal oxides? Case study on amorphous alumina by recycling an existing ab-initio database., by S. Gramatte, V. Turlo
Related MARVEL publication:
- S. Gramatte, V. Turlo, O. Politano, Do we really need machine learning interatomic potentials for modeling amorphous metal oxides? Case study on amorphous alumina by recycling an existing ab initio database, Modelling and Simulation in Materials Science and Engineering 32, 045010 (2024). [Open Access URL]
  Group(s): Turlo / Project(s): P1
10.24435/materialscloud:qx-7b — Experimental and ab initio derivation of interface stress in nanomultilayered coatings: application to immiscible Cu/W system with variable in-plane stress, by G. Lorenzin, J. Fernandez Troncoso, M. Liyanage, A. Druzhinin, L. Jeurgens, C. Cancellieri, V. Turlo
Related MARVEL publication:
- G. Lorenzin, J. F. Troncoso, M. Liyanage, A. V. Druzhinin, L. P. H. Jeurgens, C. Cancellieri, V. Turlo, Experimental and ab initio derivation of interface stress in nanomultilayered coatings: Application to immiscible Cu/W system with variable in-plane stress, Applied Surface Science 661, 159994 (2024). [Open Access URL]
  Group(s): Turlo / Project(s): P1
10.24435/materialscloud:kd-m4 — Anomalously low vacancy formation energies and migration barriers at Cu/AlN interfaces from ab initio calculations, by Y. Muller, A. Antusek, L. Jeurgens, V. Turlo
Related MARVEL publication:
- Y. Muller, A. Antušek, L. P. H. Jeurgens, V. Turlo, Anomalously low vacancy formation energies and migration barriers at Cu/AlN interfaces from ab initio calculations, Scripta Materalia 248, 116126 (2024). [Open Access URL]
  Group(s): Turlo / Project(s): P1
10.24435/materialscloud:1m-0s — Machine learning potential for the Cu-W system, by M. Liyanage, V. Turlo, W. A. Curtin
Related MARVEL publication:
- M. Liyanage, V. Turlo, W. A. Curtin, Machine learning potential for the Cu-W system, Physical Review Materials 8, 113804 (2024). [Open Access URL]
  Group(s): Curtin, Turlo / Project(s): P1
10.24435/materialscloud:nn-03 — Effect of residual stress and microstructure on mechanical properties of sputter-grown Cu/W nanomultilayers, by G. Lorenzin, F. Klimashin, J. Jeom, Y. Hu, J. Michler, J. Janczak-Rusch, V. Turlo, C. Cancellieri
Related MARVEL publication:
- G. Lorenzin, F. F. Klimashin, J. Yeom, Y. Hu, J. Michler, J. Janczak-Rusch, V. Turlo, C. Cancellieri, Effect of residual stress and microstructure on mechanical properties of sputter-grown Cu/W nanomultilayers, APL Materials 12, 101109 (2024). [Open Access URL]
  Group(s): Turlo / Project(s): P1
10.24435/materialscloud:9b-5n — Internal consistency of multi-tier GW+EDMFT, by R. Mushkaev, F. Petocchi, V. Christiansson, P. Werner
Related MARVEL publication:
- R. Mushkaev, F. Petocchi, V. Christiansson, P. Werner, Internal consistency of multi-tier GW+EDMFT, npj Computational Materials 10, 182 (2024). [Open Access URL]
  Group(s): Werner / Project(s): ASM
10.24435/materialscloud:ph-jb — FINALES (06/2022) – Electrolyte Optimization for Minimum Density and Maximum Viscosity, by M. Vogler, J. Busk, H. Hajiyani, P. B. Jørgensen, N. Safaei, I. E. Castelli, F. F. Ramirez, J. M. Carlsson, G. Pizzi, S. Clark, F. Hanke, A. Bhowmik, H. S. Stein
Related MARVEL publication:
- M. Vogler, J. Busk, H. Hajiyani, P. B. Jørgensen, N. Safaei, I. E. Castelli, F. F. Ramirez, J. Carlsson, G. Pizzi, S. Clark, F. Hanke, A. Bhowmik, H. S. Stein, Brokering between tenants for an international materials acceleration platform, Matter 6, 2647–2665 (2023). [Open Access URL]
  Group(s): Pizzi / Project(s): P3
10.5281/zenodo.7967079 — Point Edge Transformer, by Anonymous
Related MARVEL publication:
- S. Pozdnyakov, M. Ceriotti, Smooth, exact rotational symmetrization for deep learning on point clouds, 36, 79469–79501 (2023). [Open Access URL]
  Group(s): Ceriotti / Project(s): P2

github.com/dalin27/adaptive-pvqd — Adaptive Projected Variational Quantum Dynamics (Adaptive pVQD), by David Linteau, Stefano Barison, Netanel H. Lindner, and Giuseppe Carleo
Related MARVEL publication
- D. Linteau, S. Barison, N. H. Lindner, G. Carleo, Adaptive projected variational quantum dynamics, Physical Review Research 6, 023130 (2024). [Open Access URL]
  Group(s): Carleo / Project(s): QS
github.com/dobrautz/tc-varqite-hamiltonians — tc-varqite-hamiltonians, by Werner Dobrautz
Related MARVEL publication:
- W. Dobrautz, I. O. Sokolov, K. Liao, P. L. Ríos, M. Rahm, A. Alavi, I. Tavernelli, Toward Real Chemical Accuracy on Current Quantum Hardware Through the Transcorrelated Method, Journal of Chemical Theory and Computation 20, 4146–4160 (2024). [Open Access URL]
  Group(s): Tavernelli / Project(s): QS
github.com/frmetz/continuous-space-quantum-simulation — Simulating continuous-space systems with quantum-classical wave functions, by Friederike Metz, Gabriel Pescia, and Giuseppe Carleo
Related MARVEL publication:
- F. Metz, G. Pescia, G. Carleo, Simulating continuous-space systems with quantum-classical wave functions, arXiv:2409.06415 (2024). [Open Access URL]
  Group(s): Carleo / Project(s): QS
github.com/i-pi/ipiv3_data — i-PI v3.0: source data and figures, by Yair Litman, Venkat Kapil, Yotam M. Y. Feldman, Davide Tisi, Tomislav Belgusic, Karen Fidanyan, Guillaume Fraux, Jacob Higer, Matthias Kellner, Tao E. Li, Eszter S. Pos, Elia Stocco, George Trenins, Barak Hirshberg, Mariana Rossi, and Michele Ceriotti
Related MARVEL publication:
- Y. Litman, V. Kapil, Y. M. Y. Feldman, D. Tisi, T. Belgusic, K. Fidanyan, G. Fraux, J. Higer, M. Kellner, T. E. Li, E. S. Pos, E. Stocco, G. Trenins, B. Hirshberg, M. Rossi, M. Ceriotti, i-PI 3.0: A flexible and efficient framework for advanced atomistic simulations, The Journal of Chemical Physics 161, 062504 (2024). [Open Access URL]
  Group(s): Ceriotti / Project(s): P2
github.com/JorenBE/GPT-Challenge — GPT-Challenge, by Joren Van Herck, Maria Victoria Gil, and Amir Elahi
Related MARVEL publication:
- J. Van Herck, M. V. Gil, K. M. Jablonka, A. Abrudan, A. S. Anker, M. Asgari, B. Blaiszik, A. Buffo, L. Choudhury, C. Corminboeuf, H. Daglar, A. M. Elahi, I. T. Foster, S. Garcia, M. Garvin, G. Godin, L. L. Good, J. Gu, N. Xiao Hu, X. Jin, T. Junkers, S. Keskin, T. P. J. Knowles, R. Laplaza, M. Lessona, S. Majumdar, H. Mashhadimoslem, R. D. Mcintosh, S. M. Moosavi, B. Mouriño, F. Nerli, C. Pevida, N. Poudineh, M. Rajabi-Kochi, K. L. Saar, F. Hooriabad Saboor, M. Sagharichiha, K. J. Schmidt, J. Shi, E. Simone, D. Svatunek, M. Taddei, I. Tetko, D. Tolnai, S. Vahdatifar, J. Whitmer, D. C. F. Wieland, R. Willumeit-Römer, A. Züttel, B. Smit, Assessment of fine-tuned large language models for real-world chemistry and material science applications, Chemical Science 16, 670–684 (2025). [Open Access URL]
  Group(s): Corminboeuf, Smit / Project(s): P1, P2
github.com/mgbukov/RL_disentangle — RL disentangle, by Pavel Tashev and Stefan Petrov and Friederike Metz and Marin Bukov
Related MARVEL publication:
- P. Tashev, S. Petrov, F. Metz, M. Bukov, Reinforcement Learning to Disentangle Multiqubit Quantum States from Partial Observations, arXiv:2406.07884 (2024). [Open Access URL]
  Group(s): Carleo / Project(s): QS
github.com/MSRudolph/PauliPropagation.jl — PauliPropagation.jl, by Manuel Rudolph, Yanting Teng, and Tyson Jones
Related MARVEL publications:
- M. S. Rudolph, T. Jones, Y. Teng, A. Angrisani, Z. Holmes, Pauli Propagation: A Computational Framework for Simulating Quantum Systems, arXiv:2505.21606 (2025). [Open Access URL]
  Group(s): Holmes / Project(s): QS
- A. Angrisani, A. A. Mele, M. S. Rudolph, M. Cerezo, Z. Holmes, Simulating quantum circuits with arbitrary local noise using Pauli Propagation, arXiv:2501.13101 (2025). [Open Access URL]
  Group(s): Holmes / Project(s): QS
- S. Lerch, R. Puig, M. Rudolph, A. Angrisani, T. Jones, M. Cerezo, S. Thanasilp, Z. Holmes, Efficient quantum-enhanced classical simulation for patches of quantum landscapes, arXiv:2411.19896 (2024). [Open Access URL]
  Group(s): Holmes / Project(s): QS
- A. Angrisani, A. Schmidhuber, M. S. Rudolph, M. Cerezo, Z. Holmes, H. Huang, Classically estimating observables of noiseless quantum circuits, arXiv:2409.01706 (2024). [Open Access URL]
  Group(s): Holmes / Project(s): QS
- P. Bermejo, P. Braccia, M. S. Rudolph, Z. Holmes, L. Cincio, M. Cerezo, Quantum Convolutional Neural Networks are (Effectively) Classically Simulable, arXiv:2408.12739 (2024). [Open Access URL]
  Group(s): Holmes / Project(s): QS
github.com/SPOC-group/numerics-gibbs-sampling-neural-nets — Gibbs Sampling the Posterior of Neural Networks, by Giovanni Piccioli, Emanuele Troiani, and Lenka Zdeborová
Related MARVEL publication:
- G. Piccioli, E. Troiani, L. Zdeborová, Gibbs sampling the posterior of neural networks, Journal of Physics A: Mathematical and Theoretical 57, 125002 (2024). [Open Access URL]
  Group(s): Zdeborova / Project(s): P2
research-collection.ethz.ch/handle/20.500.11850/708675 — Towards Exascale Simulations of Nanoelectronic Devices in the GW Approximation, by Leonard Deuschle
Related MARVEL publication:
- L. Deuschle, A. Maeder, V. Maillou, N. Vetsch, A. Winka, J. Cao, A. N. Ziogas, M. Luisier, Towards Exascale Simulations of Nanoelectronic Devices in the GW Approximation, 988–1003 (2024). [Open Access URL]
  Group(s): Luisier / Project(s): ASM
zenodo.org/records/14599924 — Nature of the photoinduced metallic state in monoclinic VO₂, by Jiyu Chen, Francesco Petocchi, Viktor Christiansson, and Philipp Werner
Related MARVEL publication:
- J. Chen, F. Petocchi, V. Christiansson, P. Werner, Nature of the photoinduced metallic state in monoclinic VO₂, Physical Review B 109, L201101 (2024). [Open Access URL]
  Group(s): Werner / Project(s): ASM

10.24435/materialscloud:ez-6k — On-site and inter-site Hubbard corrections in magnetic monolayers: The case of FePS₃ and CrI₃, by F. Haddadi, E. Linscott, I. Timrov, N. Marzari, M. Gibertini
Related MARVEL publication:
- F. Haddadi, E. Linscott, I. Timrov, N. Marzari, M. Gibertini, On-site and intersite Hubbard corrections in magnetic monolayers: The case of FePS₃ and CrI₃, Physical Review Materials 8, 014007 (2024). [Open Access URL]
  Group(s): Marzari / Project(s): DD3
10.24435/materialscloud:p1-pr — An overview of the spin dynamics of antiferromagnetic Mn₅Si₃, by N. Biniskos, F. J. dos Santos, M. dos Santos Dias, S. Raymond, K. Schmalzl, P. Steffens, J. Persson, N. Marzari, S. Blügel, S. Lounis, T. Brückel
Related MARVEL publication:
- N. Biniskos, F. J. dos Santos, M. d. S. Dias, S. Raymond, K. Schmalzl, P. Steffens, J. Persson, N. Marzari, S. Blügel, S. Lounis, T. Brückel, An overview of the spin dynamics of antiferromagnetic Mn₅Si₃, APL Materials 11, 081103 (2023). [Open Access URL]
  Group(s): Marzari / Project(s): P4
10.24435/materialscloud:3z-bk — Understanding the role of oxygen-vacancy defects in Cu₂O(111) from first-principle calculations, by N. Dongfang, M. Iannuzzi, Y. Al-Hamdani
Related MARVEL publication:
- N. Dongfang, Y. S. Al-Hamdani, M. Iannuzzi, Understanding the role of oxygen-vacancy defects in Cu₂O(111) from first-principle calculations, Electronic Structure 5, 035001 (2023). [Open Access URL]
  Group(s): Hutter / Project(s): DD4
10.24435/materialscloud:h2-x5 — On-surface interchain coupling and skeletal rearrangement of indenofluorene polymers, by Q. Chen, M. Di Giovannantonio, K. Eimre, J. I. Urgel, P. Ruffieux, C. A. Pignedoli, K. Müllen, R. Fasel, A. Narita
Related MARVEL publication:
- Q. Chen, M. Di Giovannantonio, K. Eimre, J. I. Urgel, P. Ruffieux, C. A. Pignedoli, K. Müllen, R. Fasel, A. Narita, On-Surface Interchain Coupling and Skeletal Rearrangement of Indenofluorene Polymers, Macromolecular Chemistry and Physics 224, 2300345 (2023). [Open Access URL]
  Group(s): Pignedoli / Project(s): P4
10.24435/materialscloud:a5-sh — Ambipolar charge transfer of larger fullerenes enabled by the modulated surface potential of h-BN/Rh(111), by M. Bommert, B. Schuler, C. A. Pignedoli, R. Widmer, O. Gröning
Related MARVEL publication:
- M. Bommert, B. Schuler, C. A. Pignedoli, R. Widmer, O. Gröning, Ambipolar charge transfer of larger fullerenes enabled by the modulated surface potential of h-BN/Rh(111), Carbon 216, 118592 (2024). [Open Access URL]
  Group(s): Pignedoli / Project(s): P4
10.24435/materialscloud:1e-c7 — Solute strengthening of prism edge dislocations in Mg alloys, by M. Rahbar Niazi, W. A. Curtin
Related MARVEL publication:
- M. R. Niazi, W. A. Curtin, Solute strengthening of edge prism dislocations in Mg alloys, European Journal of Mechanics - A/Solids (2023). [Open Access URL]
  Group(s): Curtin / Project(s): P1
10.24435/materialscloud:xn-qr — Crossover from Boltzmann to Wigner thermal transport in thermoelectric skutterudites, by E. Di Lucente, M. Simoncelli, N. Marzari
Related MARVEL publication:
- E. Di Lucente, M. Simoncelli, N. Marzari, Crossover from Boltzmann to Wigner thermal transport in thermoelectric skutterudites, Physical Review Research 5, 033125 (2023). [Open Access URL]
  Group(s): Marzari / Project(s): P4
10.24435/materialscloud:21-aj — Sterically selective [3+3] cycloaromatization in the on-surface synthesis of nanographenes, by A. Kinikar, X. Wang, M. Di Giovannantonio, J. I. Urgel, P. Liu, K. Eimre, C. A. Pignedoli, S. Stolz, M. Bommert, S. Mishra, Q. Sun, R. Widmer, Z. Qiu, A. Narita, K. Müllen, P. Ruffieux, R. Fasel
Related MARVEL publication:
- A. Kinikar, X. Wang, M. Di Giovannantonio, J. I. Urgel, P. Liu, K. Eimre, C. A. Pignedoli, S. Stolz, M. Bommert, S. Mishra, Q. Sun, R. Widmer, Z. Qiu, A. Narita, K. Müllen, P. Ruffieux, R. Fasel, Sterically Selective [3 + 3] Cycloaromatization in the On-Surface Synthesis of Nanographenes, ACS Nanoscience Au (2023). [Open Access URL]
  Group(s): Pignedoli / Project(s): P4
10.24435/materialscloud:1g-w5 — SPAᴴM(a,b): encoding the density information from guess Hamiltonian in quantum machine learning representations, by K. R. Briling, Y. Calvino Alonso, A. Fabrizio, C. Corminboeuf
Related MARVEL publication:
- K. R. Briling, Y. Calvino Alonso, A. Fabrizio, C. Corminboeuf, SPA^HM(a,b): Encoding the Density Information from Guess Hamiltonian in Quantum Machine Learning Representations, Journal of Chemical Theory and Computation(2024). [Open Access URL]
  Group(s): Corminboeuf / Project(s): P2
10.24435/materialscloud:tn-jh — Solute misfit and solute interaction effects on strengthening: A case study in AuNi, by B. Yin, L. Li, S. Drescher, S. Seils, S. Nag, J. Freudenberger, W. Curtin
Related MARVEL publication:
- B. Yin, L. Li, S. Drescher, S. Seils, S. Nag, J. Freudenberger, W. A. Curtin, Solute misfit and solute interaction effects on strengthening: A case study in AuNi, Acta Materialia 257, 119118 (2023). [Open Access URL]
  Group(s): Curtin / Project(s): P1
10.24435/materialscloud:vz-7q — Understanding the role of Hubbard corrections in the rhombohedral phase of BaTiO₃, by G. Gebreyesus, L. Bastonero, M. Kotiuga, N. Marzari, I. Timrov
Related MARVEL publication:
- G. Gebreyesus, L. Bastonero, M. Kotiuga, N. Marzari, I. Timrov, Understanding the role of Hubbard corrections in the rhombohedral phase of BaTiO₃, Physical Review B 108, 235171 (2023). [Open Access URL]
  Group(s): Marzari / Project(s): P4
10.24435/materialscloud:bf-5x — Mechanism of thermally-activated prismatic slip in Mg, by X. Liu, W. Curtin
Related MARVEL publication:
- X. Liu, W. A. Curtin, Mechanism of thermally-activated prismatic slip in Mg, Acta Materialia 262, 119402 (2024).[Open Access URL]
  Group(s): Curtin / Project(s): P1
10.24435/materialscloud:kz-b7 — Atomistic simulations reveal strength reductions due to short-range order in alloys, by X. Liu, W. Curtin
Related MARVEL publication:
- X. Liu, W. A. Curtin, Atomistic simulations reveal strength reductions due to short-range order in alloys, Acta Materialia 263, 119471 (2024). [Open Access URL]
  Group(s): Curtin / Project(s): P1
10.24435/materialscloud:9p-8a — Fixed node diffusion Monte Carlo energies for over one thousand small organic molecules, by B. Huang, A. von Lilienfeld, J. Krogel, A. Benali
Related MARVEL publication:
- B. Huang, O. A. von Lilienfeld, J. T. Krogel, A. Benali, Toward DMC Accuracy Across Chemical Space with Scalable Δ-QML, Journal of Chemical Theory and Computation 19, 1711–1721 (2023). [Open Access URL]
  Group(s): von Lilienfeld / Project(s): INC2
10.24435/materialscloud:98-m3 — Topological magnons driven by the Dzyaloshinskii-Moriya interaction in the centrosymmetric ferromagnet Mn₅Ge₃, by M. dos Santos Dias, N. Biniskos, F. J. dos Santos, K. Schmalzl, J. Persson, F. Bourdarot, N. Marzari, S. Blügel, T. Brückel, S. Lounis
Related MARVEL publication:
- M. dos Santos Dias, N. Biniskos, F. J. dos Santos, K. Schmalzl, J. Persson, F. Bourdarot, N. Marzari, S. Blügel, T. Brückel, S. Lounis, Topological magnons driven by the Dzyaloshinskii-Moriya interaction in the centrosymmetric ferromagnet Mn₅Ge₃, Nature Communications 14, 7321 (2023). [Open Access URL]
  Group(s): Marzari / Project(s): P4
10.24435/materialscloud:zh-14 — Ternary oxides of s- and p-block metals for photocatalytic solar-to-hydrogen conversion, by S. Gelin, N. E. Kirchner-Hall, R. R. Katzbaer, M. J. Theibault, Y. Xiong, W. Zhao, M. M. Khan, E. Andrewlavage, P. Orbe, S. M. Baksa, M. Cococcioni, I. Timrov, Q. Campbell, H. Abruña, R. E. Schaak, I. Dabo
Related MARVEL publication:
- S. Gelin, N. E. Kirchner-Hall, R. R. Katzbaer, M. J. Theibault, Y. Xiong, W. Zhao, M. M. Khan, E. Andrewlavage, P. Orbe, S. M. Baksa, M. Cococcioni, I. Timrov, Q. Campbell, H. Abruña, R. E. Schaak, I. Dabo, Ternary oxides of s- and p-block metals for photocatalytic solar-to-hydrogen conversion, arXiv:2303.03332 (2023). [Open Access URL]
  Group(s): Marzari / Project(s): P4
10.24435/materialscloud:1j-43 — Steering large magnetic exchange coupling in nanographenes near the closed-shell to open-shell transition, by K. Biswas, D. Soler, S. Mishra, Q. Chen, X. Yao, A. Sánchez-Grande, K. Eimre, P. Mutombo, C. Martín-Fuentes, K. Lauwaet, J. M. Gallego, P. Ruffieux, C. A. Pignedoli, K. Müllen, R. Miranda, J. I. Urgel, A. Narita, R. Fasel, P. Jelínek, D. Écija
Related MARVEL publication:
- K. Biswas, D. Soler, S. Mishra, Q. Chen, X. Yao, A. Sánchez-Grande, K. Eimre, P. Mutombo, C. Martín-Fuentes, K. Lauwaet, J. M. Gallego, P. Ruffieux, C. A. Pignedoli, K. Müllen, R. Miranda, J. I. Urgel, A. Narita, R. Fasel, P. Jelínek, D. Écija, Steering Large Magnetic Exchange Coupling in Nanographenes near the Closed-Shell to Open-Shell Transition, Journal of the American Chemical Society 145, 2968–2974 (2023). [Open Access URL]
  Group(s): Pignedoli / Project(s): P4
10.24435/materialscloud:tm-4t — Ultrafast frustration-breaking and magnetophononic driving of singlet excitations in a quantum magnet, by F. Giorgianni, B. Wehinger, S. Allenspach, N. Colonna, C. Vicario, P. Puphal, E. Pomjakushina, B. Normand, C. Rüegg
Related MARVEL publication:
- F. Giorgianni, B. Wehinger, S. Allenspach, N. Colonna, C. Vicario, P. Puphal, E. Pomjakushina, B. Normand, C. Rüegg, Ultrafast frustration breaking and magnetophononic driving of singlet excitations in a quantum magnet, Physical Review B 107, 184440 (2023). [Open Access URL]
  Group(s): Kenzelmann, Pizzi, Rüegg / Project(s): P4, OSP
10.24435/materialscloud:jx-k9 — On‐surface synthesis of edge‐extended zigzag graphene nanoribbons, by A. Kinikar, X. Xu, M. Di Giovannantonio, O. Gröning, K. Eimre, C. A. Pignedoli, K. Müllen, A. Narita, P. Ruffieux, R. Fasel
Related MARVEL publication:
- A. Kinikar, X. Xu, M. D. Giovannantonio, O. Gröning, K. Eimre, C. A. Pignedoli, K. Müllen, A. Narita, P. Ruffieux, R. Fasel, On-Surface Synthesis of Edge-Extended Zigzag Graphene Nanoribbons, Advanced Materials 35, 2306311 (2023). [Open Access URL]
  Group(s): Pignedoli / Project(s): P4
10.24435/materialscloud:46-wj — Infrared-active phonons in one-dimensional materials and their spectroscopic signatures, by N. Rivano, N. Marzari, T. Sohier
Related MARVEL publication:
- N. Rivano, N. Marzari, T. Sohier, Infrared-active phonons in one-dimensional materials and their spectroscopic signatures, npj Computational Materials 9, 194 (2023). [Open Access URL]
  Group(s): Marzari / Project(s): DD3
10.24435/materialscloud:he-pv — Phonon self-energy corrections: To screen, or not to screen, by J. Berges, N. Girotto, T. Wehling, N. Marzari, S. Poncé
Related MARVEL publication:
- J. Berges, N. Girotto, T. Wehling, N. Marzari, S. Poncé, Phonon Self-Energy Corrections: To Screen, or Not to Screen, Physical Review X 13, 041009 (2023). [Open Access URL]
  Group(s): Marzari / Project(s): P4
10.24435/materialscloud:ah-f4 — Explaining the effect of in-plane strain on thermal degradation kinetics of Cu/W nano-multilayers, by J. Fernandez Troncoso, G. Lorenzin, C. Cancellieri, V. Turlo
Related MARVEL publication:
- J. F. Troncoso, G. Lorenzin, C. Cancellieri, V. Turlo, Explaining the Effect of In-Plane Strain on Thermal Degradation Kinetics of Cu/W Nano-Multilayers, Acta Materialia, Inc. First Look (2023). [Open Access URL]
  Group(s): Turlo / Project(s): P1
10.24435/materialscloud:9t-f8 — High-throughput screening of Weyl semimetals, by D. Grassano, N. Marzari, D. Campi
Related MARVEL publication:
- D. Grassano, N. Marzari, D. Campi, High-throughput screening of Weyl semimetals, arXiv:2308.01663 (2023). [Open Access URL]
  Group(s): Marzari / Project(s): P4
10.24435/materialscloud:zq-tj — Berry curvature signatures in chiroptical excitonic transitions, by S. Beaulieu, S. Dong, V. Christiansson, P. Werner, T. Pincelli, J. D. Ziegler, T. Taniguchi, K. Watanabe, A. Chernikov, M. Wolf, L. Rettig, R. Ernstorfer, M. Schüler
Related MARVEL publication:
- S. Beaulieu, S. Dong, V. Christiansson, P. Werner, T. Pincelli, J. D. Ziegler, T. Taniguchi, K. Watanabe, A. Chernikov, M. Wolf, L. Rettig, R. Ernstorfer, M. Schüler, Berry Curvature Signatures in Chiroptical Excitonic Transitions, arXiv:2308.09634 (2023). [Open Access URL]
  Group(s): Schueler, Werner / Project(s): ASM
10.24435/materialscloud:aa-2w — Data-driven discovery of organic electronic materials enabled by hybrid top-down/bottom-up design, by J. T. Blaskovits, R. Laplaza, S. Vela, C. Corminboeuf
Related MARVEL publication:
- J. T. Blaskovits, R. Laplaza, S. Vela, C. Corminboeuf, Data‐Driven Discovery of Organic Electronic Materials Enabled by Hybrid Top‐Down/Bottom‐Up Design, Advanced Materials 2023, 2305602 (2023). [Open Access URL]
  Group(s): Corminboeuf / Project(s): P2
10.24435/materialscloud:x0-yf — Projectability disentanglement for accurate and automated electronic-structure Hamiltonians, by J. Qiao, G. Pizzi, N. Marzari
Related MARVEL publication:
- J. Qiao, G. Pizzi, N. Marzari, Projectability disentanglement for accurate and automated electronic-structure Hamiltonians, npj Computational Materials 9, 208 (2023). [Open Access URL]
  Group(s): Marzari, Pizzi / Project(s): P3, P4
10.24435/materialscloud:ae-cq — Combined theoretical and experimental study of the Moiré dislocation network at the SrTiO₃-(La,Sr)(Al,Ta)O₃ interface, by C. Ricca, E. Skoropata, M. D. Rossell, R. Erni, U. Staub, U. Aschauer
Related MARVEL publication:
- C. Ricca, E. Skoropata, M. D. Rossell, R. Erni, U. Staub, U. Aschauer, Combined Theoretical and Experimental Study of the Moire Dislocation Network at the SrTiO₃-(La,Sr)(Al,Ta)O₃ Interface, ACS Applied Materials & Interfaces 15, 53678–53687 (2023). [Open Access URL]
  Group(s): Aschauer, Staub / Project(s): DD5
10.24435/materialscloud:gk-51 — Atomic-level structure determination of amorphous molecular solids by NMR, by M. Cordova, P. Moutzouri, S. O. Nilsson Lill, A. Cousen, M. Kearns, S. T. Norberg, A. Svensk Ankarberg, J. McCabe, A. C. Pinon, S. Schantz, L. Emsley
Related MARVEL publication:
- M. Cordova, P. Moutzouri, S. O. N. Lill, A. Cousen, M. Kearns, S. T. Norberg, A. S. Ankarberg, J. McCabe, A. C. Pinon, S. Schantz, L. Emsley, Atomic-level structure determination of amorphous molecular solids by NMR, Nature Communications 14, 5138 (2023). [Open Access URL]
  Group(s): Emsley / Project(s): DD1
10.24435/materialscloud:gh-7e — Charge fluctuations in the intermediate-valence ground state of SmCoIn₅, by D. W. Tam, N. Colonna, N. Kumar, C. Piamonteze, F. Alarab, V. Strocov, A. Cervellino, T. Fennell, D. J. Gawryluk, E. Pomjakushina, Y. Soh, M. Kenzelmann
Related MARVEL publication:
- D. W. Tam, N. Colonna, N. Kumar, C. Piamonteze, F. Alarab, V. N. Strocov, A. Cervellino, T. Fennell, D. J. Gawryluk, E. Pomjakushina, Y. Soh, M. Kenzelmann, Charge fluctuations in the intermediate-valence ground state of SmCoIn₅, Communications Physics 6, 223 (2023). [Open Access URL]
  Group(s): Kenzelmann, Pizzi / Project(s): P4, OSP
10.24435/materialscloud:98-sx — Chemical shift-dependent interaction maps in molecular solids, by M. Cordova, L. Emsley
Related MARVEL publication:
- M. Cordova, L. Emsley, Chemical Shift-Dependent Interaction Maps in Molecular Solids, Journal of the American Chemical Society 145, 16109 (2023). [Open Access URL]
  Group(s): Emsley / Project(s): DD1
10.24435/materialscloud:fm-za — The rule of four: anomalous stoichiometries of inorganic compounds, by E. Gazzarrini, R. K. Cersonsky, M. Bercx, C. S. Adorf, N. Marzari
Related MARVEL publication:
- E. Gazzarrini, R. K. Cersonsky, M. Bercx, C. S. Adorf, N. Marzari, The rule of four: anomalous stoichiometries of inorganic compounds, arXiv:2307.14742 (2023). [Open Access URL]
  Group(s): Marzari / Project(s): P4
10.24435/materialscloud:rb-24 — First-principles study of the gap in the spin excitation spectrum of the CrI₃ honeycomb ferromagnet, by T. Gorni, O. Baseggio, P. Delugas, I. Timrov, S. Baroni
Related MARVEL publication:
- T. Gorni, O. Baseggio, P. Delugas, I. Timrov, S. Baroni, First-principles study of the gap in the spin excitation spectrum of the CrI₃ honeycomb ferromagnet, Physical Review B 107, L220410 (2023). [Open Access URL]
  Group(s): Marzari / Project(s): P4
10.24435/materialscloud:6n-4q — Magnon-phonon interactions enhance the gap at the Dirac point in the spin-wave spectra of CrI₃ two-dimensional magnets, by P. Delugas, O. Baseggio, I. Timrov, S. Baroni, T. Gorni
Related MARVEL publication:
- P. Delugas, O. Baseggio, I. Timrov, S. Baroni, T. Gorni, Magnon-phonon interactions enhance the gap at the Dirac point in the spin-wave spectra of CrI₃ two-dimensional magnets, Physical Review B 107, 214452 (2023). [Open Access URL]
  Group(s): Marzari / Project(s): P4
10.24435/materialscloud:2f-hs — Automated mixing of maximally localized Wannier functions into target manifolds, by J. Qiao, G. Pizzi, N. Marzari
Related MARVEL publication:
- J. Qiao, G. Pizzi, N. Marzari, Automated mixing of maximally localized Wannier functions into target manifolds, npj Computational Materials 9, 206 (2023). [Open Access URL]
  Group(s): Marzari, Pizzi / Project(s): P3, P4
10.24435/materialscloud:8s-qh — Magnetostriction-driven muon localisation in an antiferromagnetic oxide, by P. Bonfà, I. J. Onuorah, F. Lang, I. Timrov, L. Monacelli, C. Wang, X. Sun, O. Petracic, G. Pizzi, N. Marzari, S. J. Blundell, R. De Renzi
Related MARVEL publication:
- P. Bonfà, I. J. Onuorah, F. Lang, I. Timrov, L. Monacelli, C. Wang, X. Sun, O. Petracic, G. Pizzi, N. Marzari, S. J. Blundell, R. De Renzi, Magnetostriction-Driven Muon Localization in an Antiferromagnetic Oxide, Physical Review Letters 132, 046701 (2024). [Open Access URL]
  Group(s): Marzari, Pizzi / Project(s): P3, P4
10.24435/materialscloud:s4-3h — How to verify the precision of density-functional-theory implementations via reproducible and universal workflows, by E. Bosoni, L. Beal, M. Bercx, P. Blaha, S. Blügel, J. Bröder, M. Callsen, S. Cottenier, A. Degomme, V. Dikan, K. Eimre, E. Flage-Larsen, M. Fornari, A. Garcia, L. Genovese, M. Giantomassi, S. P. Huber, H. Janssen, G. Kastlunger, M. Krack, G. Kresse, T. D. Kühne, K. Lejaeghere, G. K. H. Madsen, M. Marsman, N. Marzari, G. Michalicek, H. Mirhosseini, T. M. A. Müller, G. Petretto, C. J. Pickard, S. Poncé, G. Rignanese, O. Rubel, T. Ruh, M. Sluydts, D. E. P. Vanpoucke, S. Vijay, M. Wolloch, D. Wortmann, A. V. Yakutovich, J. Yu, A. Zadoks, B. Zhu, G. Pizzi
Related MARVEL publication:
- E. Bosoni, L. Beal, M. Bercx, P. Blaha, S. Blügel, J. Bröder, M. Callsen, S. Cottenier, A. Degomme, V. Dikan, K. Eimre, E. Flage-Larsen, M. Fornari, A. Garcia, L. Genovese, M. Giantomassi, S. P. Huber, H. Janssen, G. Kastlunger, M. Krack, G. Kresse, T. D. Kühne, K. Lejaeghere, G. K. H. Madsen, M. Marsman, N. Marzari, G. Michalicek, H. Mirhosseini, T. M. A. Müller, G. Petretto, C. J. Pickard, S. Poncé, G. Rignanese, O. Rubel, T. Ruh, M. Sluydts, D. E. P. Vanpoucke, S. Vijay, M. Wolloch, D. Wortmann, A. V. Yakutovich, J. Yu, A. Zadoks, B. Zhu, G. Pizzi, How to verify the precision of density-functional-theory implementations via reproducible and universal workflows, Nature Reviews Physics 6, 45 (2024). [Open Access URL]
  Group(s): Marzari, Pizzi / Project(s): P3, P4
10.24435/materialscloud:3d-ww — Noncollinear DFT+U and Hubbard parameters with fully-relativistic ultrasoft pseudopotentials, by L. Binci, N. Marzari
Related MARVEL publication:
- L. Binci, N. Marzari, Noncollinear DFT+U and Hubbard parameters with fully-relativistic ultrasoft pseudopotentials, Physical Review B 108, 115157 (2023). [Open Access URL]
  Group(s): Marzari / Project(s): P4
10.24435/materialscloud:gf-5j — Long-range electrostatic contribution to the electron-phonon couplings and mobilities of two-dimensional and bulk materials, by S. Poncé, M. Royo, M. Stengel, N. Marzari, M. Gibertini
Related MARVEL publication:
- S. Poncé, M. Royo, M. Stengel, N. Marzari, M. Gibertini, Long-range electrostatic contribution to electron-phonon couplings and mobilities of two-dimensional and bulk materials, Physical Review B 107, 155424 (2023). [Open Access URL]
  Group(s): Marzari / Project(s): DD3
10.24435/materialscloud:73-yn — Modeling high-entropy transition-metal alloys with alchemical compression: dataset HEA25, by N. Lopanitsyna, G. Fraux, M. A. Springer, S. De, M. Ceriotti
Related MARVEL publication:
- N. Lopanitsyna, G. Fraux, M. A. Springer, S. De, M. Ceriotti, Modeling high-entropy transition metal alloys with alchemical compression, Physical Review Materials 7, 045802 (2023). [Open Access URL]
  Group(s): Ceriotti / Project(s): P2
10.24435/materialscloud:4q-zx — Fermi energy determination for advanced smearing techniques, by F. J. dos Santos, N. Marzari
Related MARVEL publication:
- F. J. dos Santos, N. Marzari, Fermi energy determination for advanced smearing techniques, Physical Review B107, 195122 (2023). [Open Access URL]
  Group(s): Marzari / Project(s): P4
10.24435/materialscloud:1v-hh — Testing Koopmans spectral functionals on the analytically-solvable Hooke's atom, by Y. Schubert, N. Marzari, E. Linscott
Related MARVEL publication:
- Y. Schubert, N. Marzari, E. Linscott, Testing Koopmans spectral functionals on the analytically solvable Hooke's atom, The Journal of Chemical Physics 158, 144113 (2023). [Open Access URL]
  Group(s): Marzari / Project(s): P4
10.24435/materialscloud:aj-wq — Machine learning of twin/matrix interfaces from local stress field, by J. Fernandez Troncoso, Y. Hu, N. M. della Ventura, A. Sharma, X. Maeder, V. Turlo
Related MARVEL publication:
- J. F. Troncoso, Y. Hu, N. M. della Ventura, A. Sharma, X. Maeder, V. Turlo, Machine learning of twin/matrix interfaces from local stress field, Computational Materials Science 228, 112322 (2023). [Open Access URL]
  Group(s): Turlo / Project(s): P1
10.24435/materialscloud:xj-5f — Two-dimensional pure isotropic proton solid state NMR, by P. Moutzouri, M. Cordova, B. Simões de Almeida, D. Torodii, L. Emsley
Related MARVEL publication:
- P. Moutzouri, M. Cordova, B. S. de Almeida, D. Torodii, L. Emsley, Two-dimensional Pure Isotropic Proton Solid State NMR, Angewandte Chemie International Edition 62, e202301963 (2023). [Open Access URL]
  Group(s): Emsley / Project(s): DD1
10.24435/materialscloud:2h-gq — Hybridization driving distortions and multiferroicity in rare-earth nickelates, by L. Binci, M. Kotiuga, I. Timrov, N. Marzari
Related MARVEL publication:
- L. Binci, M. Kotiuga, I. Timrov, N. Marzari, Hybridization driving distortions and multiferroicity in rare-earth nickelates, Physical Review Research 5, 033146 (2023). [Open Access URL]
  Group(s): Marzari / Project(s): P4
10.24435/materialscloud:9w-sp — koopmans: an open-source package for accurately and efficiently predicting spectral properties with Koopmans functionals, by E. Linscott, N. Colonna, R. De Gennaro, N. L. Nguyen, G. Borghi, A. Ferretti, I. Dabo, N. Marzari
Related MARVEL publication:
- E. Linscott, N. Colonna, R. De Gennaro, N. L. Nguyen, G. Borghi, A. Ferretti, I. Dabo, N. Marzari, koopmans: An Open-Source Package for Accurately and Efficiently Predicting Spectral Properties with Koopmans Functionals, Journal of Chemical Theory and Computation 19, 7097–7111 (2023). [Open Access URL]
  Group(s): Marzari / Project(s): P4
10.24435/materialscloud:ry-v5 — Unraveling the effects of inter-site Hubbard interactions in spinel Li-ion cathode materials, by I. Timrov, M. Kotiuga, N. Marzari
Related MARVEL publication:
- I. Timrov, M. Kotiuga, N. Marzari, Unraveling the effects of inter-site Hubbard interactions in spinel Li-ion cathode materials, Physical Chemistry Chemical Physics 25, 9061–9072 (2023). [Open Access URL]
  Group(s): Marzari / Project(s): P4
10.24435/materialscloud:z5-hm — A complementary screening for quantum spin Hall insulators in 2D exfoliable materials, by D. Grassano, D. Campi, A. Marrazzo, N. Marzari
Related MARVEL publication:
- D. Grassano, D. Campi, A. Marrazzo, N. Marzari, Complementary screening for quantum spin Hall insulators in two-dimensional exfoliable materials, Physical Review Materials 7, 094202 (2023). [Open Access URL]
  Group(s): Marzari / Project(s): DD3
10.24435/materialscloud:71-21 — Lattice energies and relaxed geometries for 2'707 organic molecular crystals and their 3'242 molecular components., by R. Cersonsky, M. Pakhnova, E. Engel, M. Ceriotti
Related MARVEL publication:
- R. K. Cersonsky, M. Pakhnova, E. A. Engel, M. Ceriotti, A data-driven interpretation of the stability of organic molecular crystals, Chemical Science 14, 1272–1285 (2023). [Open Access URL]
  Group(s): Ceriotti / Project(s): P2, DD1
10.5281/zenodo.7590815 — Datasets of evaluated Covalent Organic Frameworks for photocatalysis, by B. Mourino, A. Ortega-Guerrero, K. M. Jablonka, B. Smit
Related MARVEL publication:
- B. Mourino, K. M. Jablonka, A. Ortega-Guerrero, B. Smit, In Search of Covalent Organic Framework Photocatalysts: A DFT-Based Screening Approach, Advanced Functional Materials 33, 2301594 (2023). [Open Access URL]
  Group(s): Smit / Project(s): P1
10.5281/zenodo.7724832 — Reply to: Low-frequency quantum oscillations in LaRhIn5: Dirac point or nodal line?, by C. Guo, A. Alexandradinata, C. Putzke, A. Estry, T. Tu, N. Kumar, F. Fan, S. Zhang, Q. Wu, O. V. Yazyev, K. R. Shirer, M. D. Bachmann, H. Peng, E. D. Bauer, F. Ronning, Y. Sun, C. Felser, P. J. W. Moll
Related MARVEL publication:
- C. Guo, A. Alexandradinata, C. Putzke, A. Estry, T. Tu, N. Kumar, F. Fan, S. Zhang, Q. Wu, O. V. Yazyev, K. R. Shirer, M. D. Bachmann, H. Peng, E. D. Bauer, F. Ronning, Y. Sun, C. Shekhar, C. Felser, P. J. W. Moll, Reply to: Low-frequency quantum oscillations in LaRhIn₅: Dirac point or nodal line?, Nature Communications 14, 2061 (2023). [Open Access URL]
  Group(s): Yazyev / Project(s): DD6
10.5281/zenodo.8263408 — varbench/varbench: VarBench version 1.0.0, by J. M. Silvester, D. Wu, Ltocchio, N. Astrakhantsev, Yyang606, F. Ferrari, R. Pohle, Ssorella, G. Carleo, M. Hibat-Allah, Jrm874, Yusukenomura, M. Schmid, F. Vicentini, I. Romero, Xiaodongcao, J. Nys, Q. Yang
Related MARVEL publication:
- D. Wu, R. Rossi, F. Vicentini, N. Astrakhantsev, F. Becca, X. Cao, J. Carrasquilla, F. Ferrari, A. Georges, M. Hibat-Allah, M. Imada, A. M. Läuchli, G. Mazzola, A. Mezzacapo, A. Millis, J. R. Moreno, T. Neupert, Y. Nomura, J. Nys, O. Parcollet, R. Pohle, I. Romero, M. Schmid, J. M. Silvester, S. Sorella, L. F. Tocchio, L. Wang, S. R. White, A. Wietek, Q. Yang, Y. Yang, S. Zhang, G. Carleo, Variational Benchmarks for Quantum Many-Body Problems, arXiv:2302.04919(2023). [Open Access URL]
  Group(s): Carleo / Project(s): QS
10.5281/zenodo.7804477 — gentinettagian/PegasosQKA: arXiv release, by G. Gentinetta, D. Sutter, C. Zoufal, S. Woerner
Related MARVEL publication:
- G. Gentinetta, D. Sutter, C. Zoufal, B. Fuller, S. Woerner, Quantum Kernel Alignment with Stochastic Gradient Descent, 256–262 (2023). [Open Access URL]
  Group(s): Carleo / Project(s): QS
10.5281/zenodo.8003293 — Bispectrum degenerate B8 data, by J. Nigam, M. Ceriotti
Related MARVEL publication:
- J. Nigam, S. N. Pozdnyakov, K. K. Huguenin-Dumittan, M. Ceriotti, Completeness of Atomic Structure Representations, arXiv:2302.14770 (2023). [Open Access URL]
  Group(s): Ceriotti / Project(s): P2
10.5281/zenodo.8128962 — Raw Experimental Data for "Exchange interactions and intermolecular hybridization in a spin-1/2 nanographene dimer", by N. Krane, E. Turco, A. Bernhardt, D. Jacob, G. Gandus, D. Passerone, M. Luisier, M. Juríček, R. Fasel, J. Fernández-Rossier, P. Ruffieux
Related MARVEL publication:
- N. Krane, E. Turco, A. Bernhardt, D. Jacob, G. Gandus, D. Passerone, M. Luisier, M. Juríček, R. Fasel, J. Fernández-Rossier, P. Ruffieux, Exchange Interactions and Intermolecular Hybridization in a Spin-1/2 Nanographene Dimer, Nano Letters 23, 9353–9359 (2023). [Open Access URL]
  Group(s): Luisier, Passerone / Project(s): ASM
10.5281/zenodo.10376853 — frmetz/VQErgo_quantum_battery: initial release, by F. Metz
Related MARVEL publication:
- D. T. Hoang, F. Metz, A. Thomasen, T. D. Anh-Tai, T. Busch, T. Fogarty, Variational quantum algorithm for ergotropy estimation in quantum many-body batteries, Physical Review Research 6, 013038 (2024). [Open Access URL]
  Group(s): Carleo / Project(s): QS
10.5445/ir/1000157205 — Raw Data to "The influence of lattice misfit on screw and edge dislocation-controlled solid solution strengthening in Mo-Ti alloys", by G. Winkens, A. Kauffmann
Related MARVEL publication:
- G. Winkens, A. Kauffmann, J. Herrmann, A. K. Czerny, S. Obert, S. Seils, T. Boll, C. Baruffi, Y. Rao, W. A. Curtin, R. Schwaiger, M. Heilmaier, The influence of lattice misfit on screw and edge dislocation-controlled solid solution strengthening in Mo-Ti alloys, Communications Materials 4, 26 (2023). [Open Access URL]
  Group(s): Curtin / Project(s): P1
10.6084/m9.figshare.22794413 — Two-dimensional Shiba lattices as a possible platform for crystalline topological superconductivity, by M. O. Soldini, F. Küster, G. Wagner, S. Das, A. Aldarawsheh, R. Thomale, S. Lounis, S. S. P. Parkin, P. Sessi, T. Neupert
Related MARVEL publication:
- M. O. Soldini, F. Kuester, G. Wagner, S. Das, A. Aldarawsheh, R. Thomale, S. Lounis, S. S. P. Parkin, P. Sessi, T. Neupert, Two-dimensional Shiba lattices as a possible platform for crystalline topological superconductivity, Nature Physics 19, 1848 (2023). [Open Access URL]
  Group(s): Neupert / Project(s): DD6
10.3929/ethz-b-000549359 — QM Dataset for Intermolecular Potentials of Crystals, by S. Riniker, M. Thürlemann
Related MARVEL publication:
- M. Thuerlemann, L. Boselt, S. Riniker, Regularized by Physics: Graph Neural Network Parametrized Potentials for the Description of Intermolecular Interactions, Journal of Chemical Theory and Computation 19, 562–579 (2023).[Open Access URL]
  Group(s): Riniker / Project(s): DD1
10.24435/materialscloud:6w-qh — Towards high-throughput many-body perturbation theory: efficient algorithms and automated workflows, by M. Bonacci, J. Qiao, N. Spallanzani, A. Marrazzo, G. Pizzi, E. Molinari, D. Varsano, A. Ferretti, D. Prezzi
Related MARVEL publication:
- M. Bonacci, J. Qiao, N. Spallanzani, A. Marrazzo, G. Pizzi, E. Molinari, D. Varsano, A. Ferretti, D. Prezzi, Towards high-throughput many-body perturbation theory: efficient algorithms and automated workflows, npj Computational Materials 9, 74 (2023). [Open Access URL]
  Group(s): Pizzi / Project(s): P3
10.24435/materialscloud:36-nd — The Materials Cloud 2D database (MC2D), by D. Campi, N. Mounet, M. Gibertini, G. Pizzi, N. Marzari
Related MARVEL publication:
- T. Nowack, L. Bastonero, T. Knickrehm, T. Carey, O. Cassidy, J. N. Coleman, Z. Sofer, K. R. Synnatschke, N. Marzari, C. Backes, Assessing quality and purity of MoS₂ nanosheets by diffuse reflectance IR spectroscopy, 2D Materials 12, 045021 (2025). [Open Access URL]
  Group(s): Marzari / Project(s): P4
- D. Campi, N. Mounet, M. Gibertini, G. Pizzi, N. Marzari, Expansion of the Materials Cloud 2D Database, ACS Nano 17, 11268–11278 (2023). [Open Access URL]
  Group(s): Marzari, Pizzi / Project(s): P3, P4
- T. Carey, K. Synnatschke, G. Ghosh, L. Anzi, E. Caffrey, E. Coleman, C. Lin, A. Dawson, S. Liu, R. Wells, M. McCrystall, J. Plutnar, I. Plutnarová, J. Neilson, N. Marzari, L. D. A. Siebbeles, R. Sordan, Z. Sofer, J. N. Coleman, Electronic properties and circuit applications of networks of electrochemically exfoliated 2D nanosheets, Nature Communications 16, 9038 (2025). [Open Access URL]
  Group(s): Marzari / Project(s): P4

github.com/kjappelbaum/gptchem — gptchem, by K. M. Jablonka and B. Miles
Related MARVEL publication:
- K. M. Jablonka, P. Schwaller, A. Ortega-Guerrero, B. Smit, Leveraging large language models for predictive chemistry, Nature Machine Intelligence 6, 161–169 (2024). [Open Access URL]
  Group(s): Smit / Project(s): P1
github.com/StefanoBarison/hybrid_ansatz — Embedding quantum circuit in classical variational methods, by S. Barison
Related MARVEL publication:
- S. Barison, F. Vicentini, G. Carleo, Embedding Classical Variational Methods in Quantum Circuits, arXiv:2309.08666 (2023). [Open Access URL]
  Group(s): Carleo / Project(s): QS
github.com/gentinettagian/circuit-cutting-pvqd — Overhead-constrained circuit knitting for variational quantum dynamics, by G. Gentinetta
Related MARVEL publication:
- G. Gentinetta, F. Metz, G. Carleo, Overhead-constrained circuit knitting for variational quantum dynamics, arXiv:2309.07857 (2023). [Open Access URL]
  Group(s): Carleo / Project(s): QS
github.com/lab-cosmo/sphericart — sphericart, by M. Ceriotti, F. Bigi, G. Fraux, N. J. Browning, kanduri, C. Ortner, L. Zhang, G. Schwartz, and F. Musil
Related MARVEL publication:
- F. Bigi, G. Fraux, N. J. Browning, M. Ceriotti, Fast evaluation of spherical harmonics with sphericart, The Journal of Chemical Physics 159, 064802 (2023). [Open Access URL]
  Group(s): Ceriotti / Project(s): P2
github.com/epfl-theos/aiida-defects — AiiDA-Defects, by C. Johnston, S. Muy, C. Ricca, and A. Akhtar
Related MARVEL publication:
- S. Muy, C. Johnston, N. Marzari, AiiDA-defects: an automated and fully reproducible workflow for the complete characterization of defect chemistry in functional materials, Electronic Structure 5, 024009 (2023). [Open Access URL]
  Group(s): Marzari / Project(s): P4
github.com/rinikerlab/EnergyBasedClustering — Energy Based Clustering, by M. Thurlemann, and S. Riniker,
Related MARVEL publication:
- M. Thurlemann, S. Riniker, Energy-based clustering: Fast and robust clustering of data with known likelihood functions, The Journal of Chemical Physics 159, 024105 (2023). [Open Access URL]
  Group(s): Riniker / Project(s): DD1
10.26037/yareta:bnjdzugkenhjbcbe4sx4pechle — Competition between carrier injection and structural distortions in electron-doped perovskite nickelate thin films, by M. Hadjimichael, B. Mundet, C. Dominguez Ordonez, A. Waelchli, S. McKeown Walker, D. Alexander, J.-M. Triscone, and M. Gibert
Related MARVEL publication:
- M. Hadjimichael, B. Mundet, C. Dominguez, A. Waelchli, G. De Luca, J. Spring, S. Jöhr, S. M. Walker, C. Piamonteze, D. T. L. Alexander, J. Triscone, M. Gibert, Competition between Carrier Injection and Structural Distortions in Electron-Doped Perovskite Nickelate Thin Films, Advanced Electronic Materials 9, 2201182 (2023). [Open Access URL]
  Group(s): Gibert / Project(s): DD5

10.24435/materialscloud:y6-dy — Four- and twelve-band low-energy symmetric Hamiltonians and Hubbard parameters for twisted bilayer graphene using ab-initio input, by A. Davydov, K. Choo, M. H. Fischer, T. Neupert
Related MARVEL publication:
- A. Davydov, K. Choo, M. H. Fischer, T. Neupert, Construction of low-energy symmetric Hamiltonians and Hubbard parameters for twisted multilayer systems using ab initio input, Physical Review B 105, 165153 (2022). [Open Access URL]
  Group(s): Neupert / Project(s): DD6
10.24435/materialscloud:vp-jf — Semi-local and hybrid functional DFT data for thermalised snapshots of polymorphs of benzene, succinic acid, and glycine, by E. A. Engel, V. Kapil
Related MARVEL publication:
- V. Kapil, E. A. Engel, A complete description of thermodynamic stabilities of molecular crystals, Proceedings of the National Academy of Science of the USA 119, e2111769119 (2022). [Open Access URL]
  Group(s): Ceriotti / Project(s): DD1
10.24435/materialscloud:yn-de — Diversifying databases of metal organic frameworks for high-throughput computational screening, by S. Majumdar, S. M. Moosavi, K. M. Jablonka, D. Ongari, B. Smit
Related MARVEL publication:
- S. Majumdar, S. M. Moosavi, K. M. Jablonka, D. Ongari, B. Smit, Diversifying Databases of Metal Organic Frameworks for High-Throughput Computational Screening, ACS Applied Materials & Interfaces 13, 61004 (2021). [Open Access URL]
  Group(s): Smit / Project(s): DD4
10.24435/materialscloud:7f-5t — Influence of the hBN dielectric layers on the quantum transport properties of MoS2 transistors., by S. Fiore, M. Luisier, F. Ducry, C. Klinkert, J. Backman
Related MARVEL publication:
- S. Fiore, C. Klinkert, F. Ducry, J. Backman, M. Luisier, Influence of the hBN Dielectric Layers on the Quantum Transport Properties of MoS₂ Transistors, Materials 15, 1062 (2022). [Open Access URL]
  Group(s): Luisier / Project(s): ASM
10.24435/materialscloud:g0-yc — Wigner formulation of thermal transport in solids, by M. Simoncelli, N. Marzari, F. Mauri
Related MARVEL publication:
- M. Simoncelli, N. Marzari, F. Mauri, Wigner Formulation of Thermal Transport in Solids, Physical Review X 12, 041011 (2022). [Open Access URL]
  Group(s): Marzari / Project(s): DD3
10.24435/materialscloud:js-pz — SPAᴴM: the spectrum of approximated hamiltonian matrices representations, by A. Fabrizio, K. R. Briling, C. Corminboeuf
Related MARVEL publication:
- A. Fabrizio, K. R. Briling, C. Corminboeuf, SPAHM: the spectrum of approximated Hamiltonian matrices representations, Digital Discovery 1, 286–294 (2022). [Open Access URL]
  Group(s): Corminboeuf / Project(s): P2
10.24435/materialscloud:yy-sc — On-surface polyarylene synthesis by cycloaromatization of isopropyl substituents, by A. Kinikar, M. Di Giovannantonio, J. I. Urgel, K. Eimre, Z. Qiu, Y. Gu, E. Jin, A. Narita, X. Wang, K. Müllen, P. Ruffieux, C. A. Pignedoli, R. Fasel
Related MARVEL publication:
- A. Kinikar, M. D. Giovannantonio, J. I. Urgel, K. Eimre, Z. Qiu, Y. Gu, E. Jin, A. Narita, X. Wang, K. Müllen, P. Ruffieux, C. A. Pignedoli, R. Fasel, On-surface polyarylene synthesis by cycloaromatization of isopropyl substituents, Nature Synthesis 1, 289–296 (2022). [Open Access URL]
  Group(s): Fasel, Pignedoli / Project(s): DD3
10.24435/materialscloud:mx-3a — A unified Green's function approach for spectral and thermodynamic properties from algorithmic inversion of dynamical potentials, by T. Chiarotti, N. Marzari, A. Ferretti
Related MARVEL publication:
- T. Chiarotti, N. Marzari, A. Ferretti, Unified Green's function approach for spectral and thermodynamic properties from algorithmic inversion of dynamical potentials, Physical Review Research 4, 013242 (2022). [Open Access URL]
  Group(s): Marzari / Project(s): OSP
10.24435/materialscloud:2h-ca — Photochemical anisotropy and direction-dependent optical absorption properties in semiconductors, by C. Ricca, U. Aschauer
Related MARVEL publication:
- C. Ricca, U. Aschauer, Photochemical anisotropy and direction-dependent optical absorption in semiconductors, The Journal of Chemical Physics 156, 154703 (2022). [Open Access URL]
  Group(s): Aschauer / Project(s): DD5
10.24435/materialscloud:sr-aa — Multiple mobile excitons manifested as sidebands in quasi-one-dimensional metallic TaSe₃, by J. Ma, S. Nie, X. Gui, M. Naamneh, J. Jandke, C. Xi, J. Zhang, T. Shang, Y. Xiong, I. Kapon, N. Kumar, Y. Soh, D. Gosálbez-Martínez, O. V. Yazyev, W. Fan, H. Hübener, U. D. Giovannini, N. C. Plumb, M. Radovic, M. A. Sentef, W. Xie, Z. Wang, C. Mudry, M. Müller, M. Shi
Related MARVEL publication:
- J. Ma, S. Nie, X. Gui, M. Naamneh, J. Jandke, C. Xi, J. Zhang, T. Shang, Y. Xiong, I. Kapon, N. Kumar, Y. Soh, D. Gosálbez-Martínez, O. V. Yazyev, W. Fan, H. Hübener, U. D. Giovannini, N. C. Plumb, M. Radovic, M. A. Sentef, W. Xie, Z. Wang, C. Mudry, M. Müller, M. Shi, Multiple mobile excitons manifested as sidebands in quasi-one-dimensional metallic TaSe₃, Nature Materials 21, 423–429 (2022). [Open Access URL]
  Group(s): Shi, Yazyev / Project(s): DD6
10.24435/materialscloud:jc-ky — A microscopic picture of paraelectric perovskites from structural prototypes, by M. Kotiuga, S. Halilov, B. Kozinsky, M. Fornari, N. Marzari, G. Pizzi
Related MARVEL publication:
- M. Kotiuga, S. Halilov, B. Kozinsky, M. Fornari, N. Marzari, G. Pizzi, Microscopic picture of paraelectric perovskites from structural prototypes, Physical Review Research 4, L012042 (2022). [Open Access URL]
  Group(s): Marzari, Pizzi / Project(s): P3, P4, OSP
10.24435/materialscloud:ea-y9 — Machine learning for metallurgy: neural network potentials for Al-Cu-Mg and Al-Cu-Mg-Zn, by D. Marchand, W. Curtin
Related MARVEL publication:
- D. Marchand, W. A. Curtin, Machine learning for metallurgy IV: A neural network potential for Al-Cu-Mg and Al-Cu-Mg-Zn, Physical Review Materials 6, 053803 (2022). [Open Access URL]
  Group(s): Curtin / Project(s): DD2
10.24435/materialscloud:9b-zz — One-shot approach for enforcing piecewise linearity on hybrid functionals: application to band-gap predictions, by J. Yang, S. Falletta, A. Pasquarello
Related MARVEL publication:
- J. Yang, S. Falletta, A. Pasquarello, One-Shot Approach for Enforcing Piecewise Linearity on Hybrid Functionals: Application to Band Gap Predictions, The Journal of Physical Chemistry Letters 13, 3066–3071 (2022). [Open Access URL]
  Group(s): Pasquarello / Project(s): DD4
10.24435/materialscloud:3f-g3 — Unified theory of atom-centered representations and message-passing machine-learning schemes, by J. Nigam, S. Pozdnyakov, G. Fraux, M. Ceriotti
Related MARVEL publication:
- J. Nigam, S. Pozdnyakov, G. Fraux, M. Ceriotti, Unified Theory of Atom-Centered Representations and Message-Passing Machine-Learning Schemes, The Journal of Chemical Physics 156, 204115 (2022). [Open Access URL]
  Group(s): Ceriotti / Project(s): P2
10.24435/materialscloud:g5-5r — cell2mol: encoding chemistry to interpret crystallographic data, by S. Vela, R. Laplaza, Y. Cho, C. Corminboeuf
Related MARVEL publication:
- S. Vela, R. Laplaza, Y. Cho, C. Corminboeuf, cell2mol: encoding chemistry to interpret crystallographic data, npj Computational Materials 8, 188 (2022). [Open Access URL]
  Group(s): Corminboeuf / Project(s): P2
10.24435/materialscloud:v6-zd — HP - A code for the calculation of Hubbard parameters using density-functional perturbation theory, by I. Timrov, N. Marzari, M. Cococcioni
Related MARVEL publication:
- I. Timrov, N. Marzari, M. Cococcioni, HP – A code for the calculation of Hubbard parameters using density-functional perturbation theory, Computer Physics Communications 279, 108455 (2022). [Open Access URL]
  Group(s): Marzari / Project(s): OSP
10.24435/materialscloud:gw-kq — Excited-state properties for extended systems: efficient hybrid density functional methods, by A. Hehn, B. Sertcan, F. Belleflamme, S. K. Chulkov, M. B. Watkins, J. Hutter
Related MARVEL publication:
- A. Hehn, B. Sertcan, F. Belleflamme, S. K. Chulkov, M. B. Watkins, J. Hutter, Excited-state properties for extended systems: Efficient hybrid density functional methods., Journal of Chemical Theory and Computation 18, 4186–4202 (2022). [Open Access URL]
  Group(s): Hutter / Project(s): DD4
10.24435/materialscloud:8n-bm — Pivotal role of intersite Hubbard interactions in Fe-doped α-MnO₂, by R. Mahajan, A. Kashyap, I. Timrov
Related MARVEL publication:
- R. Mahajan, A. Kashyap, I. Timrov, Pivotal Role of Intersite Hubbard Interactions in Fe-Doped α-MnO₂, The Journal of Physical Chemistry C 126, 14353–14365 (2022). [Open Access URL]
  Group(s): Marzari / Project(s): OSP
10.24435/materialscloud:m4-7f — Machine-learning accelerated identification of exfoliable two-dimensional materials, by M. Tohidi Vahdat, K. Agrawal Varoon, G. Pizzi
Related MARVEL publication:
- M. T. Vahdat, K. V. Agrawal, G. Pizzi, Machine-learning accelerated identification of exfoliable two-dimensional materials, Machine Learning: Science and Technology 3, 045014 (2022). [Open Access URL]
  Group(s): Pizzi / Project(s): P3
10.24435/materialscloud:9g-k6 — Thermodynamics and dielectric response of BaTiO₃ by data-driven modeling, by L. Gigli, M. Veit, M. Kotiuga, G. Pizzi, N. Marzari, M. Ceriotti
Related MARVEL publication:
- L. Gigli, M. Veit, M. Kotiuga, G. Pizzi, N. Marzari, M. Ceriotti, Thermodynamics and dielectric response of BaTiO₃ by data-driven modeling, npj Computational Materials 8, 209 (2022). [Open Access URL]
  Group(s): Ceriotti, Marzari, Pizzi / Project(s): P2, P3, P4
10.24435/materialscloud:6j-kd — turboMagnon - A code for the simulation of spin-wave spectra using Liouville-Lanczos approach to time-dependent density-functional perturbation theory, by T. Gorni, O. Baseggio, P. Delugas, S. Baroni, I. Timrov
Related MARVEL publication:
- T. Gorni, O. Baseggio, P. Delugas, S. Baroni, I. Timrov, turboMagnon – A code for the simulation of spin-wave spectra using the Liouville-Lanczos approach to time-dependent density-functional perturbation theory, Computer Physics Communications 280, 108500 (2022). [Open Access URL]
  Group(s): Marzari / Project(s): OSP
10.24435/materialscloud:vh-mk — Bloch's theorem in orbital-density-dependent functionals: Band structures from Koopmans spectral functionals, by R. De Gennaro, N. Colonna, E. Linscott, N. Marzari
Related MARVEL publication:
- R. D. Gennaro, N. Colonna, E. Linscott, N. Marzari, Bloch's theorem in orbital-density-dependent functionals: Band structures from Koopmans spectral functionals, Physical Review B 106, 035106 (2022). [Open Access URL]
  Group(s): Kenzelmann, Marzari / Project(s): OSP
10.24435/materialscloud:cv-0v — Temperature dependent properties of the aqueous electron, by J. Lan, V. Rybkin, A. Pasquarello
Related MARVEL publication:
- J. Lan, V. V. Rybkin, A. Pasquarello, Temperature Dependent Properties of the Aqueous Electron, Angewandte Chemie International Edition 61, e202209398 (2022). [Open Access URL]
  Group(s): Pasquarello / Project(s): DD3
10.24435/materialscloud:b5-8r — Koopmans spectral functionals: an open-source periodic-boundary implementation, by N. Colonna, R. De Gennaro, E. Linscott, N. Marzari
Related MARVEL publication:
- N. Colonna, R. D. Gennaro, E. Linscott, N. Marzari, Koopmans Spectral Functionals in Periodic Boundary Conditions, Journal of Chemical Theory and Computation 18, 5435–5448 (2022). [Open Access URL]
  Group(s): Marzari / Project(s): OSP
10.24435/materialscloud:v4-sn — OSCAR: An extensive repository of chemically and functionally diverse organocatalysts, by S. Gallarati, P. van Gerwen, R. Laplaza, S. Vela, A. Fabrizio, C. Corminboeuf
Related MARVEL publication:
- S. Gallarati, P. van Gerwen, R. Laplaza, S. Vela, A. Fabrizio, C. Corminboeuf, OSCAR: an extensive repository of chemically and functionally diverse organocatalysts, Chemical Science 13, 13782–13794 (2022). [Open Access URL]
  Group(s): Corminboeuf / Project(s): P2
10.24435/materialscloud:7p-gy — Many-body self-interaction and polarons, by S. Falletta, A. Pasquarello
Related MARVEL publication:
- S. Falletta, A. Pasquarello, Polarons free from many-body self-interaction in density functional theory, Physical Review B 106, 125119 (2022). [Open Access URL]
  Group(s): Pasquarello / Project(s): DD4
10.24435/materialscloud:7h-7q — Accurate electronic properties and intercalation voltages of olivine-type Li-ion cathode materials from extended Hubbard functionals, by I. Timrov, F. Aquilante, M. Cococcioni, N. Marzari
Related MARVEL publication:
- I. Timrov, F. Aquilante, M. Cococcioni, N. Marzari, Accurate Electronic Properties and Intercalation Voltages of Olivine-Type Li-Ion Cathode Materials from Extended Hubbard Functionals, PRX Energy 1, 033003 (2022). [Open Access URL]
  Group(s): Marzari / Project(s): OSP
10.24435/materialscloud:64-3c — Tunable topological Dirac surface states and van Hove singularities in kagome metal GdV₆Sn₆, by Y. Hu, X. Wu, Y. Yang, S. Gao, N. C. Plumb, A. P. Schnyder, W. Xie, J. Ma, M. Shi
Related MARVEL publication:
- Y. Hu, X. Wu, Y. Yang, S. Gao, N. C. Plumb, A. P. Schnyder, W. Xie, J. Ma, M. Shi, Tunable topological Dirac surface states and van Hove singularities in kagome metal GdV₆Sn₆, Science Advances 8 (2022). [Open Access URL]
  Group(s): Shi / Project(s): DD6
10.24435/materialscloud:36-ff — Predicting hot-electron free energies from ground-state data, by C. Ben Mahmoud, F. Grasselli, M. Ceriotti
Related MARVEL publication:
- C. B. Mahmoud, F. Grasselli, M. Ceriotti, Predicting hot-electron free energies from ground-state data, Physical Review B 106, L121116 (2022). [Open Access URL]
  Group(s): Ceriotti / Project(s): P2
10.24435/materialscloud:xw-5k — Ranking the synthesizability of hypothetical zeolites with the sorting hat, by B. A. Helfrecht, G. Pireddu, R. Semino, S. M. Auerbach, M. Ceriotti
Related MARVEL publication:
- B. A. Helfrecht, G. Pireddu, R. Semino, S. M. Auerbach, M. Ceriotti, Ranking the Synthesizability of Hypothetical Zeolites with the Sorting Hat, Digital Discovery 1, 779–789 (2022). [Open Access URL]
  Group(s): Ceriotti / Project(s): P2
10.24435/materialscloud:85-ys — Complex magnetic structure and spin waves of the noncollinear antiferromagnet Mn₅Si₃, by N. Biniskos, F. J. dos Santos, K. Schmalzl, S. Raymond, M. dos Santos Dias, J. Persson, N. Marzari, S. Blügel, S. Lounis, T. Brückel
Related MARVEL publication:
- N. Biniskos, F. J. d. Santos, K. Schmalzl, S. Raymond, M. d. S. Dias, J. Persson, N. Marzari, S. Blügel, S. Lounis, T. Brückel, Complex magnetic structure and spin waves of the noncollinear antiferromagnet Mn₅Si₃, Physical Review B 105, 104404 (2022). [Open Access URL]
  Group(s): Marzari / Project(s): OSP, P4
10.24435/materialscloud:8j-p9 — Rich nature of Van Hove singularities in Kagome superconductor CsV₃Sb₅, by Y. Hu, X. Wu, B. R. Ortiz, S. Ju, X. Han, J. Ma, N. C. Plumb, M. Radovic, R. Thomale, S. D. Wilson, A. P. Schnyder
Related MARVEL publication:
- Y. Hu, X. Wu, B. R. Ortiz, S. Ju, X. Han, J. Ma, N. C. Plumb, M. Radovic, R. Thomale, S. D. Wilson, A. P. Schnyder, M. Shi, Rich nature of Van Hove singularities in Kagome superconductor CsV₃Sb₅, Nature Communications 13, 2220 (2022). [Open Access URL]
  Group(s): Shi / Project(s): DD6
10.24435/materialscloud:mt-xv — Conical spin order with chiral quadrupole helix in CsCuCl₃, by H. Ueda, E. Skoropata, M. Burian, V. Ukleev, G. S. Perren, L. Leroy, J. Zaccaro, U. Staub
Related MARVEL publication:
- H. Ueda, E. Skoropata, M. Burian, V. Ukleev, G. S. Perren, L. Leroy, J. Zaccaro, U. Staub, Conical spin order with chiral quadrupole helix in CsCuCl₃, Physical Review B 105, 144408 (2022). [Open Access URL]
  Group(s): Staub / Project(s): DD5
10.24435/materialscloud:xf-wj — Variational dynamics as a ground-state problem on a quantum computer, by S. Barison, F. Vicentini, I. Cirac, G. Carleo
Related MARVEL publication:
- S. Barison, F. Vicentini, I. Cirac, G. Carleo, Variational dynamics as a ground-state problem on a quantum computer, Physical Review Research 4, 043161 (2022). [Open Access URL]
  Group(s): Carleo / Project(s): QS
10.24435/materialscloud:xm-dm — Giant Chern number of a Weyl nodal surface without upper limit, by J. Ma, S. Zhang, J. Song, Q. Wu, S. Ekahana, M. Naamneh, M. Radovic, V. Strocov, S. Gao, T. Qian, H. Ding, K. He, K. Manna, C. Felser, N. Plumb, O. Yazyev, Y. Xiong, M. Shi
Related MARVEL publication:
- J. -. Ma, S. -. Zhang, J. P. Song, Q. -. Wu, S. A. Ekahana, M. Naamneh, M. Radovic, V. N. Strocov, S. -. Gao, T. Qian, H. Ding, K. He, K. Manna, C. Felser, N. C. Plumb, O. V. Yazyev, Y. -. Xiong, M. Shi, Giant Chern number of a Weyl nodal surface without upper limit, Physical Review B 105 (2022). [Open Access URL]
  Group(s): Shi, Yazyev / Project(s): DD6
10.24435/materialscloud:a4-yf — Theory-guided design of high-strength, high-melting point, ductile, low-density, single-phase BCC high entropy alloys, by Y. Rao, C. Baruffi, A. De Luca, C. Leinenbach, W. Curtin
Related MARVEL publication:
- Y. Rao, C. Baruffi, A. D. Luca, C. Leinenbach, W. A. Curtin, Theory-guided design of high-strength, high-melting point, ductile, low-density, single-phase BCC high entropy alloys, Acta Materialia 237, 118132 (2022). [Open Access URL]
  Group(s): Curtin / Project(s): P1
10.24435/materialscloud:a9-4n — A machine learning model of chemical shifts for chemically and structurally diverse molecular solids, by M. Cordova, E. A. Engel, A. Stefaniuk, F. Paruzzo, A. Hofstetter, M. Ceriotti, L. Emsley
Related MARVEL publication:
- M. Cordova, E. A. Engel, A. Stefaniuk, F. Paruzzo, A. Hofstetter, M. Ceriotti, L. Emsley, A Machine Learning Model of Chemical Shifts for Chemically and Structurally Diverse Molecular Solids, The Journal of Physical Chemistry C 126, 16710–16720 (2022). [Open Access URL]
  Group(s): Ceriotti, Emsley / Project(s): DD1
10.24435/materialscloud:nh-nk — Dynamics of van der Waals charge qubit in two-dimensional bilayer materials: Ab initio quantum transport and qubit measurement, by J. Cao, G. Gandus, T. Agarwal, M. Luisier, Y. Lee
Related MARVEL publication:
- J. Cao, G. Gandus, T. Agarwal, M. Luisier, Y. Lee, Dynamics of van der Waals charge qubit in two-dimensional bilayer materials: Ab initio quantum transport and qubit measurement, Physical Review Research 4, 043073 (2022). [Open Access URL]
  Group(s): Luisier / Project(s): ASM
10.24435/materialscloud:ck-7m — Probing magnetic orbitals and Berry curvature with circular dichroism in resonant inelastic X-ray scattering, by M. Schüler, T. Schmitt, P. Werner
Related MARVEL publication:
- M. Schüler, T. Schmitt, P. Werner, Probing magnetic orbitals and Berry curvature with circular dichroism in resonant inelastic X-ray scattering, npj Quantum Materials 8, 6 (2023). [Open Access URL]
  Group(s): Schueler, Werner / Project(s): ASM
10.24435/materialscloud:v6-nk — Mott versus hybridization gap in the low-temperature phase of 1T-TaS₂, by F. Petocchi, C. W. Nicholson, B. Salzmann, D. Pasquier, O. Yazyev, C. Monney, P. Werner
Related MARVEL publication:
- F. Petocchi, C. Nicholson, B. Salzmann, D. Pasquier, O. Yazyev, C. Monney, P. Werner, Mott versus Hybridization Gap in the Low-Temperature Phase of 1T-TaS₂, Physical Review Letters 129, 016402 (2022). [Open Access URL]
  Group(s): Werner, Yazyev / Project(s): ASM, DD5, DD6
10.24435/materialscloud:2z-33 — Light-matter interactions in van der Waals photodiodes from first principles, by J. Cao, S. Fiore, C. Klinkert, N. Vetsch, M. Luisier
Related MARVEL publication:
- J. Cao, S. Fiore, C. Klinkert, N. Vetsch, M. Luisier, Light-matter interactions in van der Waals photodiodes from first principles, Physical Review B 106, 035306 (2022). [Open Access URL]
  Group(s): Luisier / Project(s): ASM
10.24435/materialscloud:h4-c0 — Efficient and accurate defect level modelling in monolayer MoS₂ via GW+DFT with open boundary conditions, by G. Gandus, Y. Lee, L. Deuschle, D. Passerone, M. Luisier
Related MARVEL publication:
- G. Gandus, Y. Lee, L. Deuschle, D. Passerone, M. Luisier, Efficient and accurate defect level modeling in monolayer MoS₂ via GW+DFT with open boundary conditions, Solid-State Electronics 199, 108499 (2023). [Open Access URL]
  Group(s): Luisier, Passerone / Project(s): ASM
10.24435/materialscloud:b8-bk — The role of metal adatoms in a surface-assisted cyclodehydrogenation reaction on a gold surface, by J. Björk, C. Sánchez-Sánchez, Q. Chen, C. A. Pignedoli, J. Rosen, P. Ruffieux, X. Feng, A. Narita, K. Müllen, R. Fasel
Related MARVEL publication:
- J. Björk, C. Sánchez-Sánchez, Q. Chen, C. A. Pignedoli, J. Rosen, P. Ruffieux, X. Feng, A. Narita, K. Müllen, R. Fasel, The Role of Metal Adatoms in a Surface-Assisted Cyclodehydrogenation Reaction on a Gold Surface, Angewandte Chemie International Edition 61, e202212354 (2022). [Open Access URL]
  Group(s): Fasel, Pignedoli / Project(s): DD3
10.24435/materialscloud:nf-hr — Solids that are also liquids: elastic tensors of superionic materials, by G. Materzanini, T. Chiarotti, N. Marzari
Related MARVEL publication:
- G. Materzanini, T. Chiarotti, N. Marzari, Solids that are also liquids: Elastic tensors of superionic materials, npj Computational Materials 9, 10 (2023). [Open Access URL]
  Group(s): Marzari / Project(s): INC1
10.24435/materialscloud:a7-59 — Pure isotropic proton NMR spectra in solids using deep learning, by M. Cordova, P. Moutzouri, B. Simões de Almeida, D. Torodii, L. Emsley
Related MARVEL publication:
- M. Cordova, P. Moutzouri, B. Simões de Almeida, D. Torodii, L. Emsley, Pure Isotropic Proton NMR Spectra in Solids using Deep Learning, Angewandte Chemie International Edition 2023, e202216607 (2023). [Open Access URL]
  Group(s): Emsley / Project(s): DD1
10.24435/materialscloud:gx-se — Structure evolution of graphitic surface upon oxidation: insights by scanning tunneling microscopy, by S. Li, M. Tohidi Vahdat, S. Huang, K. Hsu, M. Rezaei, M. Mensi, N. Marzari, K. V. Agrawal
Related MARVEL publication:
- S. Li, M. T. Vahdat, S. Huang, K. Hsu, M. Rezaei, M. Mensi, N. Marzari, K. V. Agrawal, Structure Evolution of Graphitic Surface upon Oxidation: Insights by Scanning Tunneling Microscopy, JACS Au 2, 723–730 (2022). [Open Access URL]
  Group(s): Marzari / Project(s): DD3
10.24435/materialscloud:3f-w3 — A low-temperature prismatic slip instability in Mg understood using machine learning potentials, by X. Liu, M. Rahbar Niazi, T. Liu, B. Yin, W. Curtin
Related MARVEL publication:
- X. Liu, M. R. Niazi, T. Liu, B. Yin, W. A. Curtin, A low-temperature prismatic slip instability in Mg understood using machine learning potentials, Acta Materialia 243, 118490 (2023). [Open Access URL]
  Group(s): Curtin / Project(s): P1
10.24435/materialscloud:qf-c9 — Influence of the triangular Mn-O breathing mode on magnetic ordering in multiferroic hexagonal manganites, by T. N. Tosic, Q. N. Meier, N. A. Spaldin
Related MARVEL publication:
- T. N. Tošić, Q. N. Meier, N. A. Spaldin, Influence of the triangular Mn-O breathing mode on magnetic ordering in multiferroic hexagonal manganites, Physical Review Materials 4, 033204 (2022). [Open Access URL]
  Group(s): Spaldin / Project(s): DD5
10.24435/materialscloud:d7-kq — Steering on-surface reactions through molecular steric hindrance and molecule-substrate van der Waals interactions, by S. Wang, T. Nishiuchi, C. A. Pignedoli, X. Yao, M. Di Giovannantonio, Y. Zhao, A. Narita, X. Feng, K. Müllen, P. Ruffieux, R. Fasel
Related MARVEL publication:
- S. Wang, T. Nishiuchi, C. A. Pignedoli, X. Yao, M. Di Giovannantonio, Y. Zhao, A. Narita, X. Feng, K. Müllen, P. Ruffieux, R. Fasel, Steering on-surface reactions through molecular steric hindrance and molecule-substrate van der Waals interactions, Quantum Frontiers 1, 23 (2022). [Open Access URL]
  Group(s): Fasel, Pignedoli / Project(s): DD3
10.24435/materialscloud:9m-4n — Modeling of precipitate strengthening with near-chemical accuracy: case study of Al-6xxx alloys, by Y. Hu, W. Curtin
Related MARVEL publication:
- Y. Hu, W. A. Curtin, Modeling of precipitate strengthening with near-chemical accuracy: case study of Al-6xxx alloys, Acta Materialia 237, 118144 (2022). [Open Access URL]
  Group(s): Curtin / Project(s): P1
10.24435/materialscloud:vy-02 — Machine learning for metallurgy V: A neural-network potential for zirconium data of published plots, by M. Liyanage, D. Reith, V. Eyert, W. A. Curtin
Related MARVEL publication:
- M. Liyanage, D. Reith, V. Eyert, W. A. Curtin, Machine learning for metallurgy V: A neural-network potential for zirconium, Physical Review Materials 6, 063804 (2022). [Open Access URL]
  Group(s): Curtin / Project(s): P1
10.3929/ethz-b-000509052 — QM Dataset for Atomic Multipoles, by S. Riniker, M. Thürlemann
Related MARVEL publication:
- M. Thürlemann, L. Böselt, S. Riniker, Learning Atomic Multipoles: Prediction of the Electrostatic Potential with Equivariant Graph Neural Networks, Journal of Chemical Theory and Computation 18, 1701 (2022). [Open Access URL]
  Group(s): Riniker / Project(s): DD1
10.17632/26py5zz9f8.1 — OSSCAR, an open platform for collaborative development of computational tools for education in science, by J. Ballantyne
Related MARVEL publication:
- D. Du, T. J. Baird, S. Bonella, G. Pizzi, OSSCAR, an Open Platform for Collaborative Development of Computational Tools for Education in Science, Computer Physics Communications 282, 108546 (2023). [Open Access URL]
  Group(s): Bonella, Pizzi / Project(s): P3
10.16907/4a134d5f-29be-45c8-8c3c-b86065c34703 — Ferrimagnetism in CaFe2O4 , by H. Ueda
Related MARVEL publication:
- H. Ueda, E. Skoropata, C. Piamonteze, N. O. Hernandez, M. Burian, Y. Tanaka, C. Klauser, S. Damerio, B. Noheda, U. Staub, Unusual ferrimagnetism in CaFe₂O₄, Physical Review Materials 6, 124405 (2022). [Open Access URL]
  Group(s): Staub / Project(s): DD5
10.5281/zenodo.5172582 — lcmd-epfl/Local_Kernel_Regression: First release, by Raimon-Fa
Related MARVEL publication:
- R. Fabregat, A. Fabrizio, E. A. Engel, B. Meyer, V. Juraskova, M. Ceriotti, C. Corminboeuf, Local kernel regression and neural network approaches to the conformational landscapes of oligopeptides, Journal of Chemical Theory and Computation 18, 1467–1479 (2022). [Open Access URL]
  Group(s): Ceriotti, Corminboeuf / Project(s): P2
10.5281/zenodo.5606918 — Alchemical CPHF perturbator, by G. Domenichini
Related MARVEL publication:
- G. Domenichini, O. A. von Lilienfeld, Alchemical geometry relaxation, The Journal of Chemical Physics 156, 184801 (2022). [Open Access URL]
  Group(s): von Lilienfeld / Project(s): INC2
10.5281/zenodo.6394065 — Dataset of "Atomic-level description of thermal fluctuations in inorganic lead halide perovskites" publication, by O. Cannelli, J. Wiktor, N. Colonna, L. M. D. Leroy, M. Puppin, C. Bacellar, I. Sadykov, F. Krieg, G. Smolentsev, M. V. Kovalenko, A. Pasquarello, M. Chergui, G. F. Mancini
Related MARVEL publication:
- O. Cannelli, J. Wiktor, N. Colonna, L. Leroy, M. Puppin, C. Bacellar, I. Sadykov, F. Krieg, G. Smolentsev, M. V. Kovalenko, A. Pasquarello, M. Chergui, G. F. Mancini, Atomic-level description of thermal fluctuations in inorganic lead halide perovskites, The Journal of Physical Chemistry Letters 13, 3382 (2022). [Open Access URL]
  Group(s): Kenzelmann, Pasquarello / Project(s): DD3, OSP
10.5281/zenodo.6401711 — Data and Code: Ab initio machine learning of phase space averages, by J. Weinreich, D. Lemm, G. Von Rudorff, A. Von Lilienfeld
Related MARVEL publication:
- J. Weinreich, D. Lemm, G. F. von Rudorff, O. A. von Lilienfeld, Ab initio machine learning of phase space averages, The Journal of Chemical Physics 157, 024303 (2022). [Open Access URL]
  Group(s): von Lilienfeld / Project(s): INC2
10.5281/zenodo.6577293 — materialstheory/ml-analytic-continuation, by R. Zhang, M. E. Merkel
Related MARVEL publication:
- R. Zhang, M. E. Merkel, S. Beck, C. Ederer, Training biases in machine learning for the analytic continuation of quantum many-body Green's functions, Physical Review Materials 4, 043082 (2022). [Open Access URL]
  Group(s): Ederer / Project(s): DD5
10.5281/zenodo.6627913 — Data to support "Physics-based representations for machine learning properties of chemical reactions, by P. Van Gerwen, A. Fabrizio, M. Wodrich, C. Corminboeuf
Related MARVEL publication:
- P. van Gerwen, A. Fabrizio, M. Wodrich, C. Corminboeuf, Physics-based representations for machine learning properties of chemical reactions, Machine Learning: Science and Technology 3, 045005 (2022). [Open Access URL]
  Group(s): Corminboeuf / Project(s): P2
10.5281/zenodo.6823150 — Supplementary Information of Geometry Relaxation and Transition State Search with Quantum Machine Learning, by S. Heinen, G. F. Von Rudorff, O. A. Von Lilienfeld
Related MARVEL publication:
- S. Heinen, G. F. von Rudorff, O. A. von Lilienfeld, Transition state search and geometry relaxation throughout chemical compound space with quantum machine learning, The Journal of Chemical Physics 157, 221102 (2022). [Open Access URL]
  Group(s): von Lilienfeld / Project(s): INC2
10.5281/zenodo.7186602 — Characterization data for the manuscript: "Using genetic algorithms to systematically improve the synthesis conditions of Al-PMOF", by N. P. Domingues, S. M. Moosavi, L. Talirz, K. Maik Jablonka, C. P. Ireland, F. M. Ebrahim, B. Smit
Related MARVEL publication:
- N. P. Domingues, S. M. Moosavi, L. Talirz, K. M. Jablonka, C. P. Ireland, F. M. Ebrahim, B. Smit, Using genetic algorithms to systematically improve the synthesis conditions of Al-PMOF, Communications Chemistry 5, 170 (2022). [Open Access URL]
  Group(s): Smit / Project(s): P1

10.24435/materialscloud:75-2h — Landau levels as a probe for band topology in graphene moiré superlattices, by Q. Wu, J. Liu, Y. Guan, O. V. Yazyev
Related MARVEL publication:
- Q. Wu, J. Liu, Y. Guan, O. V. Yazyev, Landau Levels as a Probe for Band Topology in Graphene Moiré Superlattices, Physical Review Letters 126, 056401 (2021). [Open Access URL]
  Group(s): Yazyev / Project(s): DD6
10.24435/materialscloud:mx-3a — A unified Green's function approach for spectral and thermodynamic properties from algorithmic inversion of dynamical potentials, by T. Chiarotti, N. Marzari, A. Ferretti
Related MARVEL publication:
- T. Chiarotti, N. Marzari, A. Ferretti, A unified Green's function approach for spectral and thermodynamic properties from algorithmic inversion of dynamical potentials, arXiv:2109.07972 (2021). [Open Access URL]
  Group(s): Marzari / Project(s): OSP
10.24435/materialscloud:2c-7c — Modeling peak-aged precipitate strengthening in Al-Mg-Si alloys, by Y. Hu, W. Curtin
Related MARVEL publication:
- Y. Hu, W. A. Curtin, Modeling peak-aged precipitate strengthening in Al–Mg–Si alloys, Journal of the Mechanics and Physics of Solids 151, 104378 (2021). [Open Access URL]
  Group(s): Curtin / Project(s): DD2
10.24435/materialscloud:k4-j5 — Fully ab-initio electronic structure of Ca₂RuO₄, by F. Petocchi, V. Christiansson, P. Werner
Related MARVEL publication:
- F. Petocchi, V. Christiansson, P. Werner, Fully ab initio electronic structure of Ca₂RuO₄, Physical Review B 104, 195146 (2021). [Open Access URL]
  Group(s): Werner / Project(s): DD5
10.24435/materialscloud:mc-kj — On-surface synthesis and characterization of nitrogen-substituted undecacenes, by K. Eimre, J. I. Urgel, H. Hayashi, M. Di Giovannantonio, P. Ruffieux, S. Sato, S. Otomo, Y. S. Chan, N. Aratani, D. Passerone, O. Gröning, H. Yamada, R. Fasel, C. A. Pignedoli
Related MARVEL publication:
- K. Eimre, J. I. Urgel, H. Hayashi, M. Di Giovannantonio, P. Ruffieux, S. Sato, S. Otomo, Y. S. Chan, N. Aratani, D. Passerone, O. Gröning, H. Yamada, R. Fasel, C. A. Pignedoli, On-surface synthesis and characterization of nitrogen-substituted undecacenes, Nature Communications 13, 511 (2022). [Open Access URL]
  Group(s): Fasel, Passerone / Project(s): DD3
10.24435/materialscloud:zx-nv — Discovery of Ĉ₂ rotation anomaly in topological crystalline insulator SrPb, by W. Fan, S. Nie, C. Wang, B. Fu, C. Yi, S. Gao, Z. Rao, D. Yan, J. Ma, M. Shi, Y. Huang, Y. Shi, Z. Wang, T. Qian, H. Ding
Related MARVEL publication:
- W. Fan, S. Nie, C. Wang, B. Fu, C. Yi, S. Gao, Z. Rao, D. Yan, J. Ma, M. Shi, Y. Huang, Y. Shi, Z. Wang, T. Qian, H. Ding, Discovery of Ĉ₂ rotation anomaly in topological crystalline insulator SrPb, Nature Communications 12, 2052 (2021). [Open Access URL]
  Group(s): Shi / Project(s): DD6
10.24435/materialscloud:2k-cy — DFT data for giant hardening response in AlMgZn(Cu) alloys, by D. Marchand, C. William
Related MARVEL publication:
- L. Stemper, M. A. Tunes, P. Dumitraschkewitz, F. Mendez-Martin, R. Tosone, D. Marchand, W. A. Curtin, P. J. Uggowitzer, S. Pogatscher, Giant hardening response in AlMgZn(Cu) alloys, Acta Materialia 206, 116617 (2021). [Open Access URL]
  Group(s): Curtin / Project(s): DD2
10.24435/materialscloud:tb-dq — Modeling the Ga/As binary system across temperatures and compositions from first principles, by G. Imbalzano, M. Ceriotti
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- G. Imbalzano, M. Ceriotti, Modeling the Ga/As binary system across temperatures and compositions from first principles, Physical Review Materials 5, 063804 (2021). [Open Access URL]
  Group(s): Ceriotti / Project(s): DD2
10.24435/materialscloud:js-pz — SPAᴴM: the spectrum of approximated hamiltonian matrices representations, by A. Fabrizio, K. R. Briling, C. Corminboeuf
Related MARVEL publication:
- A. Fabrizio, K. R. Briling, C. Corminboeuf, SPA^HM: the Spectrum of Approximated Hamiltonian Matrices representations, arXiv:2110.13037 (2021). [Open Access URL]
  Group(s): Corminboeuf / Project(s): DD1
10.24435/materialscloud:g0-yc — Wigner formulation of thermal transport in solids, by M. Simoncelli, N. Marzari, F. Mauri
Related MARVEL publication:
- M. Simoncelli, N. Marzari, F. Mauri, Wigner formulation of thermal transport in solids, arXiv:2112.06897 (2021). [Open Access URL]
  Group(s): Marzari / Project(s): DD3
10.24435/materialscloud:ng-f1 — Multicellularity of delicate topological insulators, by A. Nelson, T. Neupert, T. Bzdušek, A. Alexandradinata
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- A. Nelson, T. Neupert, T. Bzdušek, A. Alexandradinata, Multicellularity of Delicate Topological Insulators, Physical Review Letters 126, 216404 (2021). [Open Access URL]
  Group(s): Neupert / Project(s): DD6
10.24435/materialscloud:hj-xe — Maximum volume simplex method for automatic selection and classification of atomic environments and environment descriptor compression, by B. Parsaeifard, D. Tomerini, D. S. De, S. Goedecker
Related MARVEL publications:
- B. Parsaeifard, D. S. De, A. S. Christensen, F. A. Faber, E. Kocer, S. De, J. Behler, O. A. von Lilienfeld, S. Goedecker, An assessment of the structural resolution of various fingerprints commonly used in machine learning, Machine Learning: Science and Technology 2, 015018 (2021). [Open Access URL]
  Group(s): Goedecker, von Lilienfeld / Project(s): DD1, INC2
- B. Parsaeifard, D. S. De, J. A. Finkler, S. Goedecker, Fingerprint-Based Detection of Non-Local Effects in the Electronic Structure of a Simple Single Component Covalent System, Condensed Matter 6, 9 (2021). [Open Access URL]
  Group(s): Goedecker / Project(s): DD1
- B. Parsaeifard, D. Tomerini, D. S. De, S. Goedecker, Maximum volume simplex method for automatic selection and classification of atomic environments and environment descriptor compression, The Journal of Chemical Physics 153, 214104 (2020). [Open Access URL]
  Group(s): Goedecker / Project(s): DD1
10.24435/materialscloud:2d-3e — Equivariant representations for molecular Hamiltonians, by J. Nigam, M. J. Willatt, M. Ceriotti
Related MARVEL publication:
- J. Nigam, M. J. Willatt, M. Ceriotti, Equivariant representations for molecular Hamiltonians and N-center atomic-scale properties, The Journal of Chemical Physics 156, 014115 (2022).
  Group(s): Ceriotti / Project(s): DD1
10.24435/materialscloud:3v-pw — Double-Hybrid Density functionals for the condensed phase: gradients, stress tensor, and Auxiliary-Density Matrix Method acceleration, by F. Stein, J. Hutter
Related MARVEL publication:
- T. D. Kühne, M. Iannuzzi, M. Del Ben, V. V. Rybkin, P. Seewald, F. Stein, T. Laino, R. Z. Khaliullin, O. Schütt, F. Schiffmann, D. Golze, J. Wilhelm, S. Chulkov, M. H. Bani-Hashemian, V. Weber, M. Brštnik Urban ad Taillefumier, A. S. Jakobovits, A. Lazzaro, H. Pabst, T. Müller, R. Schade, M. Guidon, S. Andermatt, N. Holmberg, G. K. Schenter, A. Hehn, A. Bussy, F. Belleflamme, G. Tabacchi, A. Glöß, M. Lass, I. Bethune, C. J. Mundy, C. Plessl, M. Watkins, J. VandeVondele, M. Krack, J. Hutter, CP2K: An electronic structure and molecular dynamics software package - Quickstep: Efficient and accurate electronic structure calculations, The Journal of Chemical Physics 152, 194103 (2020). [Open Access URL]
  Group(s): Hutter, Laino, VandeVondele / Project(s): DD4
10.24435/materialscloud:7y-1a — Ab initio modeling of thermal transport through van der Waals materials, by S. Fiore, M. Luisier
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- S. Fiore, M. Luisier, Ab initio modeling of thermal transport through van der Waals materials, Physical Review Materials 4, 094005 (2020). [Open Access URL]
  Group(s): Luisier / Project(s): DD3
10.24435/materialscloud:n0-cs — Unidirectional Kondo scattering in layered NbS₂, by E. Martino, C. Putzke, M. König, P. J. W. Moll, H. Berger, D. LeBoeuf, M. Leroux, C. Proust, A. Akrap, H. Kirmse, C. Koch, S. Zhang, Q. Wu, O. V. Yazyev, L. Forró, K. Semeniuk
Related MARVEL publication:
- E. Martino, C. Putzke, M. König, P. J. W. Moll, H. Berger, D. LeBoeuf, M. Leroux, C. Proust, A. Akrap, H. Kirmse, C. Koch, S. Zhang, Q. Wu, O. V. Yazyev, L. Forró, K. Semeniuk, Unidirectional Kondo scattering in layered NbS₂, npj 2D Materials and Applications 5, 86 (2021). [Open Access URL]
  Group(s): Akrap, Yazyev / Project(s): DD6
10.24435/materialscloud:3v-0q — Quantum electronic transport across ‘bite’ defects in graphene nanoribbons, by M. Pizzochero, K. Čerņevičs, G. Borin Barin, S. Wang, P. Ruffieux, R. Fasel, O. V. Yazyev
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- M. Pizzochero, K. Čerņevičs, G. Borin Barin, S. Wang, P. Ruffieux, R. Fasel, O. V. Yazyev, Quantum Electronic Transport Across `Bite' Defects in Graphene Nanoribbons, 2D Materials 8, 035025 (2021). [Open Access URL]
  Group(s): Fasel, Yazyev / Project(s): DD3, DD6
10.24435/materialscloud:ya-e0 — Prediction of phonon-mediated superconductivity with high critical temperature in the two-dimensional topological semimetal W₂N₃, by D. Campi, S. Kumari, N. Marzari
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- D. Campi, S. Kumari, N. Marzari, Prediction of Phonon-Mediated Superconductivity with High Critical Temperature in the Two-Dimensional Topological Semimetal W₂N₃, Nano Letters 21, 3435–3442 (2021). [Open Access URL]
  Group(s): Marzari / Project(s): DD3
10.24435/materialscloud:4f-n7 — Unconventional transverse transport above and below the magnetic transition temperature in Weyl semimetal EuCd₂As₂, by Y. Xu, L. Das, J. Ma, C. Yi, S. Nie, Y. Shi, A. Tiwari, S. Tsirkin, T. Neupert, M. Medarde, M. Shi, J. Chang, T. Shang
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- Y. Xu, L. Das, J. Z. Ma, C. J. Yi, S. M. Nie, Y. G. Shi, A. Tiwari, S. S. Tsirkin, T. Neupert, M. Medarde, M. Shi, J. Chang, T. Shang, Unconventional Transverse Transport above and below the Magnetic Transition Temperature in Weyl Semimetal EuCd₂As₂, Physical Review Letters 126, 076602 (2021). [Open Access URL]
  Group(s): Medarde, Neupert, Shi / Project(s): DD6
10.24435/materialscloud:48-0e — Graphene nanoribbons with mixed cove-cape-zigzag edge structure, by P. P. Shinde, J. Liu, T. Dienel, O. Gröning, T. Dumslaff, M. Mühlinghaus, A. Narita, K. Müllen, C. A. Pignedoli, R. Fasel, P. Ruffieux, D. Passerone
Related MARVEL publication:
- P. P. Shinde, J. Liu, T. Dienel, O. Gröning, T. Dumslaff, M. Mühlinghaus, A. Narita, K. Müllen, C. A. Pignedoli, R. Fasel, P. Ruffieux, D. Passerone, Graphene nanoribbons with mixed cove-cape-zigzag edge structure, Carbon 175, 50–59 (2021). [Open Access URL]
  Group(s): Fasel, Passerone / Project(s): DD3
10.24435/materialscloud:g6-ft — 3DMolNet: a generative network for molecular structures, by V. Nesterov, M. Wieser, V. Roth
Related MARVEL publication:
- V. Nesterov, M. Wieser, V. Roth, 3DMolNet: A Generative Network for Molecular Structures, arXiv:2010.06477 (2020). [Open Access URL]
  Group(s): Roth / Project(s): INC2
10.24435/materialscloud:3j-c8 — Assessment of approximate methods for anharmonic free energies, by V. Kapil, E. Engel, M. Rossi, M. Ceriotti
Related MARVEL publication:
- V. Kapil, E. Engel, M. Rossi, M. Ceriotti, Assessment of Approximate Methods for Anharmonic Free Energies, Journal of Chemical Theory and Computation 15, 5845–5857 (2019). [Open Access URL]
  Group(s): Ceriotti / Project(s): DD1
10.24435/materialscloud:td-wp — Inexpensive modeling of quantum dynamics using path integral generalized Langevin equation thermostats, by V. Kapil, D. Wilkins, J. Lan, M. Ceriotti
Related MARVEL publication:
- V. Kapil, D. M. Wilkins, J. Lan, M. Ceriotti, Inexpensive modeling of quantum dynamics using path integral generalized Langevin equation thermostats, The Journal of Chemical Physics 152, 124104 (2020). [Open Access URL]
  Group(s): Ceriotti / Project(s): DD1
10.24435/materialscloud:ee-vg — Bloch's theorem in orbital-density-dependent functionals: band structures from Koopmans spectral functionals, by R. De Gennaro, N. Colonna, E. Linscott, N. Marzari
Related MARVEL publication:
- D. G. Riccardo, C. Nicola, L. Edward, M. Nicola, Bloch's theorem in orbital-density-dependent functionals: band structures from Koopmans spectral functionals, arXiv:2111.09550 (2021). [Open Access URL]
  Group(s): Kenzelmann, Marzari / Project(s): OSP
10.24435/materialscloud:vk-qd — Finite-temperature materials modeling from the quantum nuclei to the hot electrons regime, by N. Lopanitsyna, C. Ben Mahmoud, M. Ceriotti
Related MARVEL publication:
- N. Lopanitsyna, C. B. Mahmoud, M. Ceriotti, Finite-temperature materials modeling from the quantum nuclei to the hot electron regime, Physical Review Materials 5, 043802 (2021).
  Group(s): Ceriotti / Project(s): DD2
10.24435/materialscloud:yg-r0 — Effects of perturbation order and basis set on alchemical predictions within 14 electron diatomic molecules series, detailed analysis of the various sources of errors, by G. Domenichini, G. F. Von Rudorff, O. A. Von Lilienfeld
Related MARVEL publication:
- G. Domenichini, G. F. von Rudorff, O. A. von Lilienfeld, Effects of perturbation order and basis set on alchemical predictions, The Journal of Chemical Physics 153, 144118 (2020). [Open Access URL]
  Group(s): von Lilienfeld / Project(s): INC2
10.24435/materialscloud:jf-zq — Oxygen vacancies in strontium titanate: a DFT+DMFT study, by J. Souto-Casares, N. A. Spaldin, C. Ederer
Related MARVEL publication:
- J. Souto-Casares, N. A. Spaldin, C. Ederer, Oxygen vacancies in strontium titanate: A DFT+DMFT study, Physical Review Research 3, 023027 (2021). [Open Access URL]
  Group(s): Ederer, Spaldin / Project(s): DD5
10.24435/materialscloud:xf-r3 — Edge disorder in bottom-up zigzag graphene nanoribbons: implications for magnetism and quantum electronic transport, by M. Pizzochero, G. Borin Barin, K. Čerņevičs, S. Wang, P. Ruffieux, R. Fasel, O. V. Yazyev
Related MARVEL publication:
- M. Pizzochero, G. B. Barin, K. Čerņevičs, S. Wang, P. Ruffieux, R. Fasel, O. V. Yazyev, Edge Disorder in Bottom-Up Zigzag Graphene Nanoribbons: Implications for Magnetism and Quantum Electronic Transport, The Journal of Physical Chemistry Letters 12, 4692–4696 (2021). [Open Access URL]
  Group(s): Fasel, Yazyev / Project(s): DD3, DD6
10.24435/materialscloud:vk-wp — Metallic carbon nanotube quantum dots with broken symmetries as a platform for tunable terahertz detection, by G. Buchs, M. Marganska, J. W. González, K. Eimre, C. A. Pignedoli, D. Passerone, A. Ayuela, O. Gröning, D. Bercioux
Related MARVEL publication:
- G. Buchs, M. Marganska, J. W. González, K. Eimre, C. A. Pignedoli, D. Passerone, A. Ayuela, O. Gröning, D. Bercioux, Metallic carbon nanotube quantum dots with broken symmetries as a platform for tunable terahertz detection, Applied Physics Reviews 8, 021406 (2021). [Open Access URL]
  Group(s): Fasel, Passerone / Project(s): DD3
10.24435/materialscloud:8c-r3 — Ab initio modeling framework for Majorana transport in 2D materials: towards topological quantum computing, by Y. Lee, T. Agarwal, M. Luisier
Related MARVEL publication:
- Y. Lee, T. Agarwal, M. Luisier, Ab initio modeling framework for Majorana transport in 2D materials: towards topological quantum computing, in Proceedings of the 2020 IEEE International Electron Devices Meeting (IEDM) (IEEE, Piscataway, NJ, USA, 2020), IEDM 2020, pp. 30.3:1–30.3:4. [Open Access URL]
  Group(s): Luisier / Project(s): DD3
10.24435/materialscloud:3s-b5 — Charge disproportionation and Hund's insulating behavior in a five-orbital Hubbard model applicable to d⁴ perovskites, by M. E. Merkel, C. Ederer
Related MARVEL publication:
- M. E. Merkel, C. Ederer, Charge disproportionation and Hund's insulating behavior in a five-orbital Hubbard model applicable to d⁴ perovskites, Physical Review B 104, 165135 (2021). [Open Access URL]
  Group(s): Ederer / Project(s): DD5
10.24435/materialscloud:2a-yh — Common workflows for computing material properties using different quantum engines, by S. P. Huber, E. Bosoni, M. Bercx, J. Bröder, A. Degomme, V. Dikan, K. Eimre, E. Flage-Larsen, A. Garcia, L. Genovese, D. Gresch, C. Johnston, G. Petretto, S. Poncé, G. Rignanese, C. J. Sewell, B. Smit, V. Tseplyaev, M. Uhrin, D. Wortmann, A. V. Yakutovich, A. Zadoks, P. Zarabadi-Poor, B. Zhu, N. Marzari, G. Pizzi
Related MARVEL publication:
- S. P. Huber, E. Bosoni, M. Bercx, J. Bröder, A. Degomme, V. Dikan, K. Eimre, E. Flage-Larsen, A. Garcia, L. Genovese, D. Gresch, C. Johnston, G. Petretto, S. Poncé, G. Rignanese, C. J. Sewell, B. Smit, V. Tseplyaev, M. Uhrin, D. Wortmann, A. V. Yakutovich, A. Zadoks, P. Zarabadi-Poor, B. Zhu, N. Marzari, G. Pizzi, Common workflows for computing material properties using different quantum engines, npj Computational Materials 7, 136 (2021). [Open Access URL]
  Group(s): Marzari, Passerone, Pizzi, Smit / Project(s): DD3, DD4, OSP
10.24435/materialscloud:2v-ft — Impact of orientation misalignments on black phosphorus ultrascaled field-effect transistors, by C. Klinkert, S. Fiore, J. Backmann, Y. Lee, M. Luisier
Related MARVEL publication:
- C. Klinkert, S. Fiore, J. Backman, Y. Lee, M. Luisier, Impact of Orientation Misalignments on Black Phosphorus Ultrascaled Field-Effect Transistors, IEEE Electron Device Letters 42, 434–437 (2021). [Open Access URL]
  Group(s): Luisier / Project(s): DD3
10.24435/materialscloud:vv-y6 — Large magnetic exchange coupling in rhombus-shaped nanographenes with zigzag periphery, by S. Mishra, X. Yao, Q. Chen, K. Eimre, O. Gröning, R. Ortiz, M. Di Giovannantonio, J. C. Sancho-García, J. Fernández-Rossier, C. A. Pignedoli, K. Müllen, P. Ruffieux, A. Narita, R. Fasel
Related MARVEL publication:
- S. Mishra, X. Yao, Q. Chen, K. Eimre, O. Gröning, R. Ortiz, M. D. Giovannantonio, J. C. Sancho-García, J. Fernández-Rossier, C. A. Pignedoli, K. Müllen, P. Ruffieux, A. Narita, R. Fasel, Large magnetic exchange coupling in rhombus-shaped nanographenes with zigzag periphery, Nature Chemistry 13, 581–586 (2021). [Open Access URL]
  Group(s): Fasel, Passerone / Project(s): DD3
10.24435/materialscloud:bj-bh — Flat bands with fragile topology through superlattice engineering on single-layer graphene, by A. Skurativska, S. S. Tsirkin, F. D Natterer, T. Neupert, M. H Fischer
Related MARVEL publication:
- A. Skurativska, S. S. Tsirkin, F. D. Natterer, T. Neupert, M. H. Fischer, Flat bands with fragile topology through superlattice engineering on single-layer graphene, Physical Review Research 3, L032003 (2021). [Open Access URL]
  Group(s): Neupert / Project(s): DD6
10.24435/materialscloud:av-cy — Synthesis and characterization of [7]triangulene, by S. Mishra, K. Xu, K. Eimre, K. Hartmut, J. Ma, C. A. Pignedoli, R. Fasel, X. Feng, P. Ruffieux
Related MARVEL publication:
- S. Mishra, K. Xu, K. Eimre, H. Komber, J. Ma, C. A. Pignedoli, R. Fasel, X. Feng, P. Ruffieux, Synthesis and characterization of [7]triangulene, Nanoscale 13, 1624–1628 (2021). [Open Access URL]
  Group(s): Fasel, Passerone / Project(s): DD3
10.24435/materialscloud:a6-2z — On-surface synthesis of π-conjugated ladder-type polymers comprising nonbenzenoid moieties, by J. I. Urgel, J. Bock, M. Di Giovannantonio, P. Ruffieux, C. A. Pignedoli, M. Kivala, R. Fasel
Related MARVEL publication:
- J. I. Urgel, J. Bock, M. D. Giovannantonio, P. Ruffieux, C. A. Pignedoli, M. Kivala, R. Fasel, On-surface synthesis of π-conjugated ladder-type polymers comprising nonbenzenoid moieties, RSC Advances 11, 23437–23441 (2021). [Open Access URL]
  Group(s): Fasel, Passerone / Project(s): DD3
10.24435/materialscloud:yc-k5 — On-surface activation of benzylic C–H bonds for the synthesis of pentagon-fused graphene nanoribbons, by X. Xu, M. Di Giovannantonio, J. I. Urgel, C. A. Pignedoli, P. Ruffieux, K. Müllen, R. Fasel, A. Narita
Related MARVEL publication:
- X. Xu, M. D. Giovannantonio, J. I. Urgel, C. A. Pignedoli, P. Ruffieux, K. Müllen, R. Fasel, A. Narita, On-surface activation of benzylic C-H bonds for the synthesis of pentagon-fused graphene nanoribbons, Nano Research 14, 4754–4759 (2021). [Open Access URL]
  Group(s): Fasel, Passerone / Project(s): DD3
10.24435/materialscloud:2p-e8 — Quantifying photoinduced polaronic distortions in inorganic lead halide perovskites nanocrystals, by O. Cannelli, N. Colonna, M. Puppin, T. Rossi, D. Kinschel, L. Leroy, J. Löffler, A. M. March, G. Doumy, A. A. Haddad, M. Tu, Y. Kumagai, D. Walko, G. Smolentsev, F. Krieg, S. C. Boehme, M. V. Kovalenko, M. Chergui, G. F. Mancini
Related MARVEL publication:
- O. Cannelli, N. Colonna, M. Puppin, T. C. Rossi, D. Kinschel, L. M. D. Leroy, J. Löffler, J. M. Budarz, A. M. March, G. Doumy, A. A. Haddad, M. Tu, Y. Kumagai, D. Walko, G. Smolentsev, F. Krieg, S. C. Boehme, M. V. Kovalenko, M. Chergui, G. F. Mancini, Quantifying Photoinduced Polaronic Distortions in Inorganic Lead Halide Perovskite Nanocrystals, Journal of the American Chemical Society 143, 9048–9059 (2021). [Open Access URL]
  Group(s): Kenzelmann / Project(s): OSP
10.24435/materialscloud:pm-8p — Asymmetric elimination reaction on chiral metal surfaces, by S. Stolz, M. Danese, M. Di Giovannantonio, J. I. Urgel, Q. Sun, A. Kinikar, M. Bommert, S. Mishra, H. Brune, O. Gröning, D. Passerone, R. Widmer
Related MARVEL publication:
- S. Stolz, M. Danese, M. D. Giovannantonio, J. I. Urgel, Q. Sun, A. Kinikar, M. Bommert, S. Mishra, H. Brune, O. Gröning, D. Passerone, R. Widmer, Asymmetric Elimination Reaction on Chiral Metal Surfaces, Advanced Materials 34, 2104481 (2021). [Open Access URL]
  Group(s): Fasel, Passerone / Project(s): DD3
10.24435/materialscloud:e8-aq — Observation of fractional edge excitations in nanographene spin chains, by S. Mishra, G. Catarina, F. Wu, R. Ortiz, D. Jacob, K. Eimre, J. Ma, C. A. Pignedoli, X. Feng, P. Ruffieux, J. Fernández-Rossier, R. Fasel
Related MARVEL publication:
- S. Mishra, G. Catarina, F. Wu, R. Ortiz, D. Jacob, K. Eimre, J. Ma, C. A. Pignedoli, X. Feng, P. Ruffieux, J. Fernández-Rossier, R. Fasel, Observation of fractional edge excitations in nanographene spin chains, Nature 598, 287–292 (2021). [Open Access URL]
  Group(s): Fasel, Passerone / Project(s): DD3
10.24435/materialscloud:f4-wv — Optimizing accuracy and efficacy in data-driven materials discovery for the solar production of hydrogen, by Y. Xiong, Q. Campbell, J. Fanghanel, C. Badding, H. Wang, N. Kirchner-Hall, M. Theibault, I. Timrov, J. Mondschein, K. Seth, R. Katz, A. Molina Villarino, B. Pamuk, M. Penrod, M. Khan, T. Rivera, N. Smith, X. Quintana, P. Orbe, C. Fennie, S. Asem-Hiablie, J. Young, T. Deutsch, M. Cococcioni, V. Gopalan, H. Abruña, R. Schaak, I. Dabo
Related MARVEL publication:
- Y. Xiong, Q. T. Campbell, J. Fanghanel, C. K. Badding, H. Wang, N. E. Kirchner-Hall, M. J. Theibault, I. Timrov, J. S. Mondschein, K. Seth, R. Katz, A. M. Villarino, B. Pamuk, M. E. Penrod, M. M. Khan, T. Rivera, N. C. Smith, X. Quintana, P. Orbe, C. J. Fennie, S. Asem-Hiablie, J. L. Young, T. G. Deutsch, M. Cococcioni, V. Gopalan, H. D. Abruña, R. E. Schaak, I. Dabo, Optimizing accuracy and efficacy in data-driven materials discovery for the solar production of hydrogen, Energy & Environmental Science 14, 2335–2348 (2021). [Open Access URL]
  Group(s): Marzari / Project(s): OSP
10.24435/materialscloud:vp-ft — Bayesian probabilistic assignment of chemical shifts in organic solids, by M. Cordova, M. Balodis, B. Simões De Almeida, M. Ceriotti, L. Emsley
Related MARVEL publication:
- M. Cordova, M. Balodis, B. Simões de Almeida, M. Ceriotti, L. Emsley, Bayesian probabilistic assignment of chemical shifts in organic solids, Science Advances 7, eabk2341 (2021). [Open Access URL]
  Group(s): Ceriotti, Emsley / Project(s): DD1
10.24435/materialscloud:j7-51 — On-surface synthesis and characterization of super-nonazethrene, by E. Turco, S. Mishra, J. Melidonie, K. Eimre, S. Obermann, C. A. Pignedoli, R. Fasel, X. Feng, P. Ruffieux
Related MARVEL publication:
- E. Turco, S. Mishra, J. Melidonie, K. Eimre, S. Obermann, C. A. Pignedoli, R. Fasel, X. Feng, P. Ruffieux, On-Surface Synthesis and Characterization of Super-nonazethrene, The Journal of Physical Chemistry Letters 12, 8314–8319 (2021). [Open Access URL]
  Group(s): Fasel, Passerone / Project(s): DD3
10.24435/materialscloud:7z-g6 — Sensitivity benchmarks of structural representations for atomic-scale machine learning, by S. Pozdnyakov, M. Ceriotti
Related MARVEL publication:
- S. N. Pozdnyakov, L. Zhang, C. Ortner, G. Csányi, M. Ceriotti, Local invertibility and sensitivity of atomic structure-feature mappings, Open Research Europe 1, 126 (2021).
  Group(s): Ceriotti / Project(s): DD1
10.24435/materialscloud:pn-w9 — Gas transport across carbon nitride nanopores: a comparison of van der Waals functionals against the random-phase approximation, by M. Tohidi Vahdat, D. Campi, N. Colonna, N. Marzari, K. Agrawal Varoon
Related MARVEL publication:
- M. T. Vahdat, D. Campi, N. Colonna, N. Marzari, K. V. Agrawal, Gas Transport across Carbon Nitride Nanopores: A Comparison of van der Waals Functionals against the Random-Phase Approximation, The Journal of Physical Chemistry C 125, 18896 (2021). [Open Access URL]
  Group(s): Kenzelmann, Marzari / Project(s): DD3, OSP
10.24435/materialscloud:5f-y0 — Ultrafast electron localization in the EuNi₂(Si_0.21Ge_0.79)₂ correlated metal, by J. Mardegan, S. Zerdane, G. Mancini, V. Esposito, J. Rouxel, R. Mankowsky, C. Svetina, N. Gurung, S. Parchenko, M. Porer, B. Burganov, Y. Deng, P. Beaud, G. Ingold, B. Pedrini, C. Arrell, C. Erny, A. Dax, H. Lemke, M. Decker, N. Ortiz, C. Milne, G. Smolentsev, L. Maurel, S. Johnson, A. Mitsuda, H. Wada, Y. Yokoyama, H. Wadati, U. Staub
Related MARVEL publication:
- J. R. L. Mardegan, S. Zerdane, G. Mancini, V. Esposito, J. R. Rouxel, R. Mankowsky, C. Svetina, N. Gurung, S. Parchenko, M. Porer, B. Burganov, Y. Deng, P. Beaud, G. Ingold, B. Pedrini, C. Arrell, C. Erny, A. Dax, H. Lemke, M. Decker, N. Ortiz, C. Milne, G. Smolentsev, L. Maurel, S. L. Johnson, A. Mitsuda, H. Wada, Y. Yokoyama, H. Wadati, U. Staub, Ultrafast electron localization in the EuNi₂(Si_0.21Ge_0.79)₂ correlated metal, Physical Review Research 3, 033211 (2021). [Open Access URL]
  Group(s): Staub / Project(s): DD5
10.24435/materialscloud:jt-32 — Ab initio electron-phonon interactions in correlated electron systems, by J. Zhou, J. Park, I. Timrov, A. Floris, M. Cococcioni, N. Marzari, M. Bernardi
Related MARVEL publication:
- J. Zhou, J. Park, I. Timrov, A. Floris, M. Cococcioni, N. Marzari, M. Bernardi, Ab Initio Electron-Phonon Interactions in Correlated Electron Systems, Physical Review Letters 127, 126404 (2021). [Open Access URL]
  Group(s): Marzari / Project(s): OSP
10.24435/materialscloud:js-me — Efficient and low-scaling linear-response time-dependent density functional theory implementation for core-level spectroscopy of large and periodic systems, by A. Bussy, J. Hutter
Related MARVEL publication:
- A. Bussy, J. Hutter, Efficient and low-scaling linear-response time-dependent density functional theory implementation for core-level spectroscopy of large and periodic systems, Physical Chemistry Chemical Physics 23, 4736–4746 (2021). [Open Access URL]
  Group(s): Hutter / Project(s): DD4
10.24435/materialscloud:pp-qe — Hidden bulk and surface effects in the spin polarization of the nodal-line semimetal ZrSiTe, by G. Gatti, D. Gosálbez-Martínez, S. Roth, M. Fanciulli, M. Zacchigna, M. Kalläne, K. Rossnagel, C. Jozwiak, A. Bostwick, E. Rotenberg, A. Magrez, H. Berger, I. Vobornik, J. Fujii, O. V. Yazyev, M. Grioni, A. Crepaldi
Related MARVEL publication:
- G. Gatti, D. Gosálbez-Martínez, S. Roth, M. Fanciulli, M. Zacchigna, M. Kalläne, K. Rossnagel, C. Jozwiak, A. Bostwick, E. Rotenberg, A. Magrez, H. Berger, I. Vobornik, J. Fujii, O. V. Yazyev, M. Grioni, A. Crepaldi, Hidden bulk and surface effects in the spin polarization of the nodal-line semimetal ZrSiTe, Communications on Physics 4, 54 (2021). [Open Access URL]
  Group(s): Yazyev / Project(s): DD6
10.24435/materialscloud:r8-tj — First principles correction scheme for linear-response time-dependent density functional theory calculations of core electronic states, by A. Bussy, J. Hutter
Related MARVEL publication:
- A. Bussy, J. Hutter, First-principles correction scheme for linear-response time-dependent density functional theory calculations of core electronic states, The Journal of Chemical Physics 155, 034108 (2021). [Open Access URL]
  Group(s): Hutter / Project(s): DD4
10.24435/materialscloud:nj-2g — The importance of nuclear quantum effects for NMR crystallography, by E. A. Engel, V. Kapil, M. Ceriotti
Related MARVEL publication:
- E. A. Engel, V. Kapil, M. Ceriotti, Importance of Nuclear Quantum Effects for NMR Crystallography, The Journal of Physical Chemistry Letters 12, 7701–7707 (2021).
  Group(s): Ceriotti / Project(s): DD1
10.24435/materialscloud:76-zf — Electronic structure of water from Koopmans-compliant functionals, by J. Moraes De Almeida, N. Linh Nguyen, N. Colonna, W. Chen, C. Rodrigues Miranda, A. Pasquarello, N. Marzari
Related MARVEL publication:
- J. M. d. Almeida, N. L. Nguyen, N. Colonna, W. Chen, C. R. Miranda, A. Pasquarello, N. Marzari, Electronic Structure of Water from Koopmans-Compliant Functionals, Journal of Chemical Theory and Computation 17, 3923–3930 (2021). [Open Access URL]
  Group(s): Marzari, Pasquarello / Project(s): DD4, OSP
10.24435/materialscloud:m2-31 — Coherent energy exchange between carriers and phonons in Peierls-distorted bismuth unveiled by broadband XUV pulses, by R. Géneaux, I. Timrov, C. Kaplan, A. Ross, P. Kraus, S. Leone
Related MARVEL publication:
- R. Géneaux, I. Timrov, C. J. Kaplan, A. D. Ross, P. M. Kraus, S. R. Leone, Coherent energy exchange between carriers and phonons in Peierls-distorted bismuth unveiled by broadband XUV pulses, Physical Review Research 3, 033210 (2021). [Open Access URL]
  Group(s): Marzari / Project(s): OSP
10.24435/materialscloud:bf-cz — Importance of intersite Hubbard interactions in β-MnO₂: A first-principles DFT+U+V study, by R. Mahajan, I. Timrov, N. Marzari, A. Kashyap
Related MARVEL publication:
- R. Mahajan, I. Timrov, N. Marzari, A. Kashyap, Importance of intersite Hubbard interactions in β-MnO₂: A first-principles DFT+U+V study, Physical Review Materials 5, 104402 (2021). [Open Access URL]
  Group(s): Marzari / Project(s): OSP
10.24435/materialscloud:pg-50 — A microscopic picture of paraelectric perovskites from structural prototypes, by M. Kotiuga, S. Halilov, B. Kozinsky, M. Fornari, N. Marzari, G. Pizzi
Related MARVEL publication:
- M. Kotiuga, S. Halilov, B. Kozinsky, M. Fornari, N. Marzari, G. Pizzi, A microscopic picture of paraelectric perovskites from structural prototypes, arXiv:2107.04628 (2021). [Open Access URL]
  Group(s): Marzari, Pizzi / Project(s): OSP
10.24435/materialscloud:d0-fb — Interplay between polarization, strain and defect-pairs in Fe-doped SrMnO_3-δ, by C. Ricca, U. Aschauer
Related MARVEL publication:
- C. Ricca, U. Aschauer, Interplay between polarization, strain, and defect pairs in Fe-doped SrMnO_3-δ, Physical Review Research 3, 033237 (2021). [Open Access URL]
  Group(s): Aschauer / Project(s): DD5
10.24435/materialscloud:m0-bb — Observation of a singular Weyl point surrounded by charged nodal walls in PtGa, by J. Ma, Q. Wu, M. Song, S. Zhang, E. Guedes, S. Ekahana, M. Krivenkov, M. Yao, S. Gao, W. Fan, T. Qian, H. Ding, N. Plumb, M. Radovic, J. H. Dil, Y. Xiong, K. Manna, C. Felser, O. Yazyev, M. Shi
Related MARVEL publication:
- J. Ma, Q. Wu, M. Song, S. Zhang, E. B. Guedes, S. A. Ekahana, M. Krivenkov, M. Y. Yao, S. Gao, W. Fan, T. Qian, H. Ding, N. C. Plumb, M. Radovic, J. H. Dil, Y. Xiong, K. Manna, C. Felser, O. V. Yazyev, M. Shi, Observation of a singular Weyl point surrounded by charged nodal walls in PtGa, Nature Communications 12, 3994 (2021). [Open Access URL]
  Group(s): Shi, Yazyev / Project(s): DD6
10.24435/materialscloud:d8-0h — Impact of quantum-chemical metrics on the machine learning prediction of electron density, by K. R. Briling, A. Fabrizio, C. Corminboeuf
Related MARVEL publication:
- K. R. Briling, A. Fabrizio, C. Corminboeuf, Impact of quantum-chemical metrics on the machine learning prediction of electron density, The Journal of Chemical Physics 155, 024107 (2021). [Open Access URL]
  Group(s): Corminboeuf / Project(s): DD1
10.24435/materialscloud:b2-j5 — First-principles predictions of Hall and drift mobilities in semiconductors, by S. Poncé, F. Macheda, E. R. Margine, N. Marzari, N. Bonini, F. Giustino
Related MARVEL publication:
- S. Poncé, F. Macheda, E. R. Margine, N. Marzari, N. Bonini, F. Giustino, First-principles predictions of Hall and drift mobilities in semiconductors, Physical Review Research 3, 043022 (2021). [Open Access URL]
  Group(s): Marzari / Project(s): DD3
10.24435/materialscloud:g7-e7 — Ferroelectricity promoted by cation/anion divacancies in SrMnO₃, by C. Ricca, D. Berkowitz, U. Aschauer
Related MARVEL publication:
- C. Ricca, D. Berkowitz, U. Aschauer, Ferroelectricity promoted by cation/anion divacancies in SrMnO₃, Journal of Materials Chemistry C 9, 13321–13330 (2021). [Open Access URL]
  Group(s): Aschauer / Project(s): DD5
10.24435/materialscloud:8n-50 — Learning the exciton properties of azo-dyes, by A. Fabrizio, S. Vela, K. R. Briling, C. Corminboeuf
Related MARVEL publication:
- S. Vela, A. Fabrizio, K. R. Briling, C. Corminboeuf, Learning the Exciton Properties of Azo-dyes, The Journal of Physical Chemistry Letters 12, 5957–5962 (2021). [Open Access URL]
  Group(s): Corminboeuf / Project(s): DD1
10.24435/materialscloud:f4-94 — Interplay between ferroelectricity and metallicity in BaTiO₃, by V. F. Michel, T. Esswein, N. A. Spaldin
Related MARVEL publication:
- V. F. Michel, T. Esswein, N. A. Spaldin, Interplay between ferroelectricity and metallicity in BaTiO₃, Journal of Materials Chemistry C 9, 8640–8649 (2021). [Open Access URL]
  Group(s): Spaldin / Project(s): DD5
10.24435/materialscloud:py-h3 — Global free-energy landscapes as a smoothly joined collection of local maps, by F. Giberti, G. Tribello, M. Ceriotti
Related MARVEL publication:
- F. Giberti, G. A. Tribello, M. Ceriotti, Global Free-Energy Landscapes as a Smoothly Joined Collection of Local Maps, Journal of Chemical Theory and Computation 17, 3292–3308 (2021).
  Group(s): Ceriotti / Project(s): DD2
10.24435/materialscloud:1s-51 — Dictionary of 140k GDB and ZINC derived AMONs, by B. Huang, A. Von Lilienfeld
Related MARVEL publication:
- B. Huang, O. A. von lilienfeld, Dictionary of 140k GDB and ZINC derived AMONs, arXiv:2008.05260 (2020). [Open Access URL]
  Group(s): von Lilienfeld / Project(s): INC2
10.24435/materialscloud:f2-b1 — Reinvestigating the surface and bulk electronic properties of Cd₃As₂, by S. Roth, H. Lee, A. Sterzi, M. Zacchigna, A. Politano, R. Sankar, F. Chou, G. Di Santo, L. Petaccia, O. V. Yazyev, A. Crepaldi
Related MARVEL publication:
- S. Roth, H. Lee, A. Sterzi, M. Zacchigna, A. Politano, R. Sankar, F. C. Chou, G. Di Santo, L. Petaccia, O. V. Yazyev, A. Crepaldi, Reinvestigating the surface and bulk electronic properties of Cd₃As₂, Physical Review B 97, 165439 (2018).
  Group(s): Yazyev / Project(s): DD6
10.24435/materialscloud:1m-6f — Persistence of a surface state arc in the topologically trivial phase of MoTe₂, by A. Crepaldi, G. Autès, A. Sterzi, G. Manzoni, M. Zacchigna, F. Cilento, I. Vobornik, J. Fujii, P. Bugnon, A. Magrez, H. Berger, F. Parmigiani, O. V. Yazyev, M. Grioni
Related MARVEL publication:
- A. Crepaldi, G. Autès, A. Sterzi, G. Manzoni, M. Zacchigna, F. Cilento, I. Vobornik, J. Fujii, P. Bugnon, A. Magrez, H. Berger, F. Parmigiani, O. V. Yazyev, M. Grioni, Persistence of a surface state arc in the topologically trivial phase of MoTe₂, Physical Review B 95, 041408 (2017).
  Group(s): Yazyev / Project(s): VP1
10.24435/materialscloud:ws-za — Enhanced ultrafast relaxation rate in the Weyl semimetal phase of MoTe₂ measured by time- and angle-resolved photoelectron spectroscopy, by A. Crepaldi, G. Autès, G. Gatti, S. Roth, A. Sterzi, G. Manzoni, M. Zacchigna, C. Cacho, R. T. Chapman, E. Springate, E. A. Seddon, P. Bugnon, A. Magrez, H. Berger, I. Vobornik, M. Kalläne, A. Quer, K. Rossnagel, F. Parmigiani, O. V. Yazyev, M. Grioni
Related MARVEL publication:
- A. Crepaldi, G. Autès, G. Gatti, S. Roth, A. Sterzi, G. Manzoni, M. Zacchigna, C. Cacho, R. T. Chapman, E. Springate, E. A. Seddon, P. Bugnon, A. Magrez, H. Berger, I. Vobornik, M. Kalläne, A. Quer, K. Rossnagel, F. Parmigiani, O. V. Yazyev, M. Grioni, Enhanced ultrafast relaxation rate in the Weyl semimetal phase of MoTe₂ measured by time- and angle-resolved photoelectron spectroscopy, Physical Review B 96, 241408(R) (2017). [Open Access URL]
  Group(s): Yazyev / Project(s): DD6
10.24435/materialscloud:4v-0w — Using metadynamics to build neural network potentials for reactive events: the case of urea decomposition in water, by M. Yang, L. Bonati, D. Polino, M. Parrinello
Related MARVEL publication:
- M. Yang, L. Bonati, D. Polino, M. Parrinello, Using metadynamics to build neural network potentials for reactive events: the case of urea decomposition in water, Catalysis Today (2021). [Open Access URL]
  Group(s): Parrinello / Project(s): DD1
10.24435/materialscloud:vp-jf — Semi-local and hybrid functional DFT data for thermalised snapshots of polymorphs of benzene, succinic acid, and glycine, by E. A. Engel, V. Kapil
Related MARVEL publication:
- V. Kapil, E. A. Engel, A complete description of thermodynamic stabilities of molecular crystals, arXiv:2102.13598 (2021). [Open Access URL]
  Group(s): Ceriotti / Project(s): DD1
10.24435/materialscloud:60-01 — Correlation between electronic and structural orders in 1T-TiSe₂, by H. Ueda, M. Porer, J. Mardegan, S. Parchenko, N. Gurung, F. Fabrizi, M. Ramakrishnan, L. Boie, M. Neugebauer, B. Burganov, M. Burian, S. Johnson, K. Rossnagel, U. Staub
Related MARVEL publication:
- H. Ueda, M. Porer, J. R. L. Mardegan, S. Parchenko, N. Gurung, F. Fabrizi, M. Ramakrishnan, L. Boie, M. J. Neugebauer, B. Burganov, M. Burian, S. L. Johnson, K. Rossnagel, U. Staub, Correlation between electronic and structural orders in 1T-TiSe₂, Physical Review Research 3, L022003 (2021). [Open Access URL]
  Group(s): Staub / Project(s): PP7, DD5
10.24435/materialscloud:dz-a0 — Simulating the ghost: quantum dynamics of the solvated electron, by J. Lan, V. Kapil, P. Gasparotto, M. Ceriotti, M. Iannuzzi, V. Rybkin
Related MARVEL publication:
- J. Lan, V. Kapil, P. Gasparotto, M. Ceriotti, M. Iannuzzi, V. V. Rybkin, Simulating the ghost: quantum dynamics of the solvated electron, Nature Communications 12, 766 (2021). [Open Access URL]
  Group(s): Ceriotti, Hutter / Project(s): DD1, DD4
10.24435/materialscloud:rr-2n — Importance of surface oxygen vacancies for ultrafast hot carrier relaxation and transport in Cu₂O, by C. Ricca, U. Aschauer, L. Grad, M. Hengsberger, J. Osterwalder
Related MARVEL publication:
- C. Ricca, L. Grad, M. Hengsberger, J. Osterwalder, U. Aschauer, Importance of surface oxygen vacancies for ultrafast hot carrier relaxation and transport in Cu₂O, Physical Review Research 3, 043219 (2021). [Open Access URL]
  Group(s): Aschauer / Project(s): DD5
10.24435/materialscloud:jx-fp — Extensive benchmarking of DFT+U calculations for predicting band gaps, by N. Kirchner-Hall, W. Zhao, Y. Xiong, I. Timrov, I. Dabo
Related MARVEL publication:
- N. E. Kirchner-Hall, W. Zhao, Y. Xiong, I. Timrov, I. Dabo, Extensive Benchmarking of DFT+U Calculations for Predicting Band Gaps, Applied Sciences 11, 2395 (2021). [Open Access URL]
  Group(s): Marzari / Project(s): OSP
10.24435/materialscloud:8m-6d — Bias free multiobjective active learning for materials design and discovery, by K. M. Jablonka, G. Melpatti Jothiappan, S. Wang, B. Smit, B. Yoo
Related MARVEL publication:
- K. M. Jablonka, G. M. Jothiappan, S. Wang, B. Smit, B. Yoo, Bias free multiobjective active learning for materials design and discovery, Nature Communications 12, 2312 (2021). [Open Access URL]
  Group(s): Smit / Project(s): DD4
10.24435/materialscloud:k1-rv — Machine learning for metallurgy: a neural network potential for Al-Mg-Si, by A. C. P. Jain, D. Marchand, A. Glensk, M. Ceriotti, W. A. Curtin
Related MARVEL publication:
- A. C. P. Jain, D. Marchand, A. Glensk, M. Ceriotti, W. A. Curtin, Machine learning for metallurgy III: A neural network potential for Al-Mg-Si, Physical Review Materials 5, 053805 (2021). [Open Access URL]
  Group(s): Ceriotti, Curtin / Project(s): DD2
10.24435/materialscloud:vp-ms — Efficient Kr/Xe separation from triangular g-C₃N₄ nanopores: density-functional theory calculations benchmarked with random phase approximation, by M. Tohidivahdat, D. Campi, N. Colonna, L. F. Villalobos, N. Marzari, K. Agrawal Varoon
Related MARVEL publication:
- M. T. Vahdat, D. Campi, N. Colonna, L. F. Villalobos, N. Marzari, K. V. Agrawal, Efficient Kr/Xe separation from triangular g-C₃N₄ nanopores, a simulation study, Journal of Materials Chemistry A 8, 17747 (2020). [Open Access URL]
  Group(s): Marzari / Project(s): DD3
10.24435/materialscloud:gr-1f — Radial spin texture of the Weyl fermions in chiral tellurium, by G. Gatti, D. Gosálbez-Martínez, S. S. Tsirkin, M. Fanciulli, M. Puppin, S. Polishchuk, S. Moser, L. Testa, E. Martino, S. Roth, P. Bugnon, L. Moreschini, A. Bostwick, C. Jozwiak, E. Rotenberg, G. Di Santo, L. Petaccia, I. Vobornik, J. Fujii, J. Wong, D. Jariwala, H. A. Atwater, H. M. Rønnow, M. Chergui, O. V. Yazyev, M. Grioni, A. Crepaldi
Related MARVEL publication:
- G. Gatti, D. Gosálbez-Martínez, S. S. Tsirkin, M. Fanciulli, M. Puppin, S. Polishchuk, S. Moser, L. Testa, E. Martino, S. Roth, P. Bugnon, L. Moreschini, A. Bostwick, C. Jozwiak, E. Rotenberg, G. Di Santo, L. Petaccia, I. Vobornik, J. Fujii, J. Wong, D. Jariwala, H. A. Atwater, H. M. Rønnow, M. Chergui, O. V. Yazyev, M. Grioni, A. Crepaldi, Radial Spin Texture of the Weyl Fermions in Chiral Tellurium, Physical Review Letters 125, 216402 (2020). [Open Access URL]
  Group(s): Neupert, Yazyev / Project(s): DD6
10.24435/materialscloud:b3-e5 — Structural involvement in the melting of the charge density wave in 1T-TiSe₂, by M. Burian, M. Porer, J. R. Mardegan, V. Esposito, S. Parchenko, B. Bulat, N. Gurung, M. Ramakrishnan, V. Scagnoli, H. Ueda, S. Francoual, F. Fabrizi, Y. Tanaka, T. Togashi, K. Rossnagel, S. L. Johnson, U. Staub
Related MARVEL publication:
- M. Burian, M. Porer, J. R. L. Mardegan, V. Esposito, S. Parchenko, B. Burganov, N. Gurung, M. Ramakrishnan, V. Scagnoli, H. Ueda, S. Francoual, F. Fabrizi, Y. Tanaka, T. Togashi, Y. Kubota, M. Yabashi, K. Rossnagel, S. L. Johnson, U. Staub, Structural involvement in the melting of the charge density wave in 1T-TiSe₂, Physical Review Research 3, 013128 (2021). [Open Access URL]
  Group(s): Staub / Project(s): PP7, DD5
10.24435/materialscloud:wz-fw — Screening from eg states and antiferromagnetic correlations in d(1,2,3) perovskites: A GW+EDMFT investigation, by F. Petocchi, F. Nilsson, F. Aryasetiawan, P. Werner
Related MARVEL publication:
- F. Petocchi, F. Nilsson, F. Aryasetiawan, P. Werner, Screening from eg states and antiferromagnetic correlations in d(1,2,3) perovskites: A GW+EDMFT investigation, Physical Review Research 2, 013191 (2020). [Open Access URL]
  Group(s): Werner / Project(s): DD5
10.24435/materialscloud:h0-kn — Normal State of Nd_(1-x)Sr_xNiO₂ from Self-Consistent GW+EDMFT, by F. Petocchi, V. Christiansson, F. Nilsson, F. Aryasetiawan, P. Werner
Related MARVEL publication:
- F. Petocchi, V. Christiansson, F. Nilsson, F. Aryasetiawan, P. Werner, Normal state of Nd_1-xSr_xNiO₂ from self-consistent GW+EDMFT, Physical Review X 10, 041047 (2020). [Open Access URL]
  Group(s): Werner / Project(s): DD5
10.24435/materialscloud:rs-1t — High Li-ion conductivity in tetragonal LGPO: a comparative first-principles study against known LISICON and LGPS phases, by G. Materzanini, L. Kahle, A. Marcolongo, N. Marzari
Related MARVEL publication:
- G. Materzanini, L. Kahle, A. Marcolongo, N. Marzari, High Li-ion conductivity in tetragonal LGPO: A comparative first-principles study against known LISICON and LGPS phases, Physical Review Materials 5, 035408 (2021). [Open Access URL]
  Group(s): Laino, Marzari / Project(s): INC1
10.24435/materialscloud:s4-g3 — Yield strength and misfit volumes of NiCoCr and implications for short-range-order, by B. Yin, W. Curtin
Related MARVEL publication:
- B. Yin, S. Yoshida, N. Tsuji, W. A. Curtin, Yield strength and misfit volumes of NiCoCr and implications for short-range-order, Nature Communications 11, 2507 (2020). [Open Access URL]
  Group(s): Curtin / Project(s): DD2
10.24435/materialscloud:33-h8 — Smart local orbitals for efficient calculations within density functional theory and beyond, by G. Gandus, A. Valli, D. Passerone, R. Stadler
Related MARVEL publication:
- G. Gandus, A. Valli, D. Passerone, R. Stadler, Smart Local Orbitals for Efficient Calculations within Density Functional Theory and Beyond, The Journal of Chemical Physics 153, 194103 (2020). [Open Access URL]
  Group(s): Passerone / Project(s): DD3
10.24435/materialscloud:2j-jz — Magnetic exchange interactions in monolayer CrI₃ from many-body wavefunction calculations, by M. Pizzochero, R. Yadav, O. V. Yazyev
Related MARVEL publication:
- M. Pizzochero, R. Yadav, O. V. Yazyev, Magnetic exchange interactions in monolayer CrI₃ from many-body wavefunction calculations, 2D Materials 7, 035005 (2020). [Open Access URL]
  Group(s): Yazyev / Project(s): DD6
10.24435/materialscloud:6v-c9 — On-surface synthesis of singly and doubly porphyrin-capped graphene nanoribbon segments, by L. M. Mateo, Q. Sun, K. Eimre, C. A. Pignedoli, T. Torres, R. Fasel, G. Bottari
Related MARVEL publication:
- L. M. Mateo, Q. Sun, K. Eimre, C. A. Pignedoli, T. Torres, R. Fasel, G. Bottari, On-surface synthesis of singly and doubly porphyrin-capped graphene nanoribbon segments, Chemical Science 12, 247–252 (2021). [Open Access URL]
  Group(s): Fasel, Passerone / Project(s): DD3
10.24435/materialscloud:ec-57 — Double-hybrid DFT functionals for the condensed phase: Gaussian and plane waves implementation and evaluation, by F. Stein, J. Hutter, V. V. Rybkin
Related MARVEL publication:
- F. Stein, J. Hutter, V. V. Rybkin, Double-Hybrid DFT Functionals for the Condensed Phase: Gaussian and Plane Waves Implementation and Evaluation, Molecules 25, 5174 (2020). [Open Access URL]
  Group(s): Hutter / Project(s): DD4
10.24435/materialscloud:rz-fj — Transport signatures of temperature-induced chemical potential shift and Lifshitz transition in layered type-II Weyl semimetal TaIrTe₄, by Y. Jian, Q. Wu, M. Yang, Q. Feng, J. Duan, D. Chen, Q. Wang, W. Xiao, Y. Shi, O. V. Yazyev, Y. Yao
Related MARVEL publication:
- Y. Jian, Q. Wu, M. Yang, Q. Feng, J. Duan, D. Chen, Q. Wang, W. Xiao, Y. Shi, O. V. Yazyev, Y. Yao, Transport signatures of temperature-induced chemical potential shift and Lifshitz transition in layered type-II Weyl semimetal TaIrTe₄, 2D Materials 8, 015020 (2020).
  Group(s): Yazyev / Project(s): DD6
10.24435/materialscloud:hw-ws — Large magnetoresistance and nonzero Berry phase in the nodal-line semimetal MoO₂, by Q. Chen, Z. Hou, S. Zhang, B. Xu, Y. Zhou, H. Chen, S. Chen, J. Du, H. Wang, J. Yang, Q. Wu, O. V. Yazyev, M. Fang
Related MARVEL publication:
- Q. Chen, Z. Lou, S. Zhang, B. Xu, Y. Zhou, H. Chen, S. Chen, J. Du, H. Wang, J. Yang, Q. Wu, O. V. Yazyev, M. Fang, Large magnetoresistance and nonzero Berry phase in the nodal-line semimetal MoO₂, Physical Review B 102, 165133 (2020). [Open Access URL]
  Group(s): Yazyev / Project(s): DD6
10.24435/materialscloud:ay-bf — Linear and quadratic magnetoresistance in the semimetal SiP₂, by Y. Zhou, Z. Lou, S. Zhang, H. Chen, Q. Chen, B. Xu, J. Du, J. Yang, H. Wang, C. Xi, L. Pi, Q. Wu, O. V. Yazyev, M. Fang
Related MARVEL publication:
- Y. Zhou, Z. Lou, S. Zhang, H. Chen, Q. Chen, B. Xu, J. Du, J. Yang, H. Wang, C. Xi, L. Pi, Q. Wu, O. V. Yazyev, M. Fang, Linear and quadratic magnetoresistance in the semimetal SiP₂, Physical Review B 102, 115145 (2020). [Open Access URL]
  Group(s): Yazyev / Project(s): DD6
10.24435/materialscloud:be-eq — Correlated states in twisted double bilayer graphene, by C. Shen, Y. Chu, Q. Wu, N. Li, S. Wang, Y. Zhao, J. Tang, J. Liu, J. Tian, K. Watanabe, T. Taniguchi, R. Yang, Z. Y. Meng, D. Shi, O. V. Yazyev, G. Zhang
Related MARVEL publication:
- C. Shen, Y. Chu, Q. Wu, N. Li, S. Wang, Y. Zhao, J. Tang, J. Liu, J. Tian, K. Watanabe, T. Taniguchi, R. Yang, Z. Y. Meng, D. Shi, O. V. Yazyev, G. Zhang, Correlated states in twisted double bilayer graphene, Nature Physics 16, 520–525 (2020). [Open Access URL]
  Group(s): Yazyev / Project(s): DD6
10.24435/materialscloud:tr-t9 — Multi-scale approach for the prediction of atomic scale properties, by A. Grisafi, J. Nigam, M. Ceriotti
Related MARVEL publication:
- A. Grisafi, J. Nigam, M. Ceriotti, Multi-scale approach for the prediction of atomic scale properties, Chemical Science 12, 2078–2090 (2021). [Open Access URL]
  Group(s): Ceriotti / Project(s): DD1
10.24435/materialscloud:3r-86 — Emergence of nontrivial low-energy Dirac fermions in antiferromagnetic EuCd₂As₂, by J. Ma, H. Wang, S. Nie, C. Yi, Y. Xu, H. Li, J. Jandke, W. Wulfhekel, Y. Huang, D. West, P. Richard, A. Chikina, V. Strocov, J. Mesot, H. Weng, S. Zhang, Y. Shi, T. Qian, H. Ding, M. Shi
Related MARVEL publication:
- J. Ma, H. Wang, S. Nie, C. Yi, Y. Xu, H. Li, J. Jandke, W. Wulfhekel, Y. Huang, D. West, P. Richard, A. Chikina, V. N. Strocov, J. Mesot, H. Weng, S. Zhang, Y. Shi, T. Qian, M. Shi, H. Ding, Emergence of Nontrivial Low-Energy Dirac Fermions in Antiferromagnetic EuCd₂As₂, Advanced Materials 32, 1907565 (2020).
  Group(s): Shi / Project(s): DD6
10.5281/zenodo.5814984 — Dataset of "Atomic-level description of thermal fluctuations in inorganic lead halide perovskites" publication, by O. Cannelli, J. Wiktor, N. Colonna, L. M. D. Leroy, M. Puppin, C. Bacellar, I. Sadykov, F. Krieg, G. Smolentsev, M. V. Kovalenko, A. Pasquarello, M. Chergui, G. F. Mancini
Related MARVEL publication:
- C. Oliviero, W. Julia, C. Nicola, L. Ludmila, P. Michele, B. Camila, S. Ilia, K. Franziska, S. Grigory, K. M. V., P. Alfredo, C. Majed, M. G. F., Atomic-level description of thermal fluctuations in inorganic lead halide perovskites, arXiv:2111.02179 (2021).
  Group(s): Kenzelmann, Pasquarello / Project(s): DD3, OSP
10.5281/zenodo.3994178 — Solving the inverse materials design problem with alchemical chirality, by G. F. V. Rudorff, O. A. V. Lilienfeld
Related MARVEL publication:
- G. F. von Rudorff, O. A. von Lilienfeld, Simplifying inverse materials design problems for fixed lattices with alchemical chirality, Science Advances 7, eabf1173 (2021). [Open Access URL]
  Group(s): von Lilienfeld / Project(s): INC2
10.5281/zenodo.4195051 — The OPTIMADE Specification, by C. Andersen, R. Armiento, E. Blokhin, G. Conduit, S. Dwaraknath, M. L. Evans, Á. Fekete, A. Gopakumar, S. Gražulis, A. Merkys, F. Mohamed, C. Oses, G. Pizzi, G. Rignanese, M. Scheidgen, L. Talirz, C. Toher, D. Winston
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- C. W. Andersen, R. Armiento, E. Blokhin, G. J. Conduit, S. Dwaraknath, M. L. Evans, Á. Fekete, A. Gopakumar, S. Gražulis, A. Merkys, F. Mohamed, C. Oses, G. Pizzi, G. Rignanese, M. Scheidgen, L. Talirz, C. Toher, D. Winston, R. Aversa, K. Choudhary, P. Colinet, S. Curtarolo, D. D. Stefano, C. Draxl, S. Er, M. Esters, M. Fornari, M. Giantomassi, M. Govoni, G. Hautier, V. Hegde, M. K. Horton, P. Huck, G. Huhs, J. Hummelshøj, A. Kariryaa, B. Kozinsky, S. Kumbhar, M. Liu, N. Marzari, A. J. Morris, A. A. Mostofi, K. A. Persson, G. Petretto, T. Purcell, F. Ricci, F. Rose, M. Scheffler, D. Speckhard, M. Uhrin, A. Vaitkus, P. Villars, D. Waroquiers, C. Wolverton, M. Wu, X. Yang, OPTIMADE, an API for exchanging materials data, Scientific Data 8, 217 (2021). [Open Access URL]
  Group(s): Marzari, Pizzi / Project(s): OSP
10.5281/zenodo.4432606 — Elucidating atmospheric brown carbon - Supplanting chemical intuition with exhaustive enumeration and machine learning, by E. Tapavicza, G. F. von Rudorff, D. O. De Haan, M. Contin, C. George, M. Riva, O. A. von Lilienfeld
Related MARVEL publication:
- E. Tapavicza, G. F. von Rudorff, D. O. D. Haan, M. Contin, C. George, M. Riva, O. A. von Lilienfeld, Elucidating an Atmospheric Brown Carbon Species—Toward Supplanting Chemical Intuition with Exhaustive Enumeration and Machine Learning, Environmental Science & Technology 55, 8447–8457 (2021). [Open Access URL]
  Group(s): von Lilienfeld / Project(s): INC2
10.5281/zenodo.4925938 — Towards the design of chemical reactions: Machine learning barriers of competing mechanisms in reactant space, by S. Heinen, G. F. Von Rudorff, A. Von Lilienfeld
Related MARVEL publication:
- S. Heinen, G. F. von Rudorff, O. A. von Lilienfeld, Toward the design of chemical reactions: Machine learning barriers of competing mechanisms in reactant space, The Journal of Chemical Physics 155, 064105 (2021). [Open Access URL]
  Group(s): von Lilienfeld / Project(s): INC2
10.5281/zenodo.5482689 — Detecting topological band linearity via quantum oscillations at elevated temperatures, by C. Guo, A. Alexandradinata, C. Putzke, A. Estry, T. Tu, N. Kumar, F. Fan, S. Zhang, Q. Wu, O. V. Yazyev, K. R. Shirer, M. D. Bachmann, H. Peng, E. D. Bauer, F. Ronning, Y. Sun, C. Shekhar, C. Felser, P. J. W. Moll
Related MARVEL publication:
- C. Guo, A. Alexandradinata, C. Putzke, A. Estry, T. Tu, N. Kumar, F. Fan, S. Zhang, Q. Wu, O. V. Yazyev, K. R. Shirer, M. D. Bachmann, H. Peng, E. D. Bauer, F. Ronning, Y. Sun, C. Shekhar, C. Felser, P. J. W. Moll, Temperature dependence of quantum oscillations from non-parabolic dispersions, Nature Communications 12, 6213 (2021). [Open Access URL]
  Group(s): Yazyev / Project(s): DD6
10.5281/zenodo.4174139 — Research data for "Origins of structural and electronic transitions in disordered silicon", by V. L. Deringer, N. Bernstein, G. Csányi, C. B. Mahmoud, M. Ceriotti, M. Wilson, D. A. Drabold, S. R. Elliott
Related MARVEL publication:
- V. L. Deringer, N. Bernstein, G. Csányi, C. Ben Mahmoud, M. Ceriotti, M. Wilson, D. A. Drabold, S. R. Elliott, Origins of structural and electronic transitions in disordered silicon, Nature 589, 59–64 (2021). [Open Access URL]
  Group(s): Ceriotti / Project(s): DD2
10.17632/y9ds5nnm2f.1 — Irvsp: To obtain irreducible representations of electronic states in the VASP, by J. Gao
Related MARVEL publication:
- J. Gao, Q. Wu, C. Persson, Z. Wang, Irvsp: To obtain irreducible representations of electronic states in the VASP, Computer Physics Communications 261, 107760 (2021). [Open Access URL]
  Group(s): Yazyev / Project(s): DD6
10.6084/m9.figshare.c.978904.v5 — Quantum chemistry structures and properties of 134 kilo molecules, by R. Ramakrishnan, P. Dral, M. Rupp, O. A. V. Lilienfeld
Related MARVEL publication:
- D. Lemm, G. F. von Rudorff, O. A. von Lilienfeld, Machine learning based energy-free structure predictions of molecules, transition states, and solids, Nature Communications 12, 4468 (2021). [Open Access URL]
  Group(s): von Lilienfeld / Project(s): INC2
10.3929/ethz-b-000423924 — Data and code for: Multi-band nodal links in triple-point materials, by P. M. Lenggenhager
Related MARVEL publication:
- P. M. Lenggenhager, X. Liu, S. S. Tsirkin, T. Neupert, T. Bzdušek, From triple-point materials to multiband nodal links, Physical Review B 103, L121101 (2021). [Open Access URL]
  Group(s): Neupert / Project(s): DD6
10.3929/ethz-b-000509052 — QM Dataset for Atomic Multipoles, by S. Riniker, M. Thürlemann
Related MARVEL publication:
- M. Thürlemann, L. Böselt, S. Riniker, Learning Atomic Multipoles: Prediction of the Electrostatic Potential with Equivariant Graph Neural Networks, arXiv:2110.05417 (2021). [Open Access URL]
  Group(s): Riniker / Project(s): DD1
10.3929/ethz-b-000512374 — QM/MM Dataset for Condensend-Phase Systems, by S. Riniker, L. Böselt
Related MARVEL publication:
- L. Böselt, M. Thürlemann, S. Riniker, Machine Learning in QM/MM Molecular Dynamics Simulations of Condensed-Phase Systems, Journal of Chemical Theory and Computation 17, 2641 (2021). [Open Access URL]
  Group(s): Riniker / Project(s): DD1
10.5061/dryad.6t1g1jwxr — Data for: Immobilization of molecular catalysts on electrode surfaces using host–guest interactions, by S. D. Tilley, L. Sévery, J. Szczerbiński, M. Taskin, I. Tuncay, F. Nunes, C. Cignarella, G. Tocci, O. Blacque, J. Osterwalder, R. Zenobi, M. Iannuzzi
Related MARVEL publication:
- L. Sévery, J. Szczerbiński, M. Taskin, I. Tuncay, F. Brandalise Nunes, C. Cignarella, G. Tocci, O. Blacque, J. Osterwalder, R. Zenobi, M. Iannuzzi, S. D. Tilley, Immobilization of molecular catalysts on electrode surfaces using host-guest interactions, Nature Chemistry 13, 523–529 (2021). [Open Access URL]
  Group(s): Hutter / Project(s): DD4
10.25505/fiz.icsd.cc27qynl — CSD 2077640: Experimental Crystal Structure Determination, by Y. M. Klein, M. Kozowski, A. Linden, P. Lacorre, M. Medarde, D. J. Gawryluk
Related MARVEL publication:
- Y. M. Klein, M. Kozłowski, A. Linden, P. Lacorre, M. Medarde, D. J. Gawryluk, RENiO₃ Single Crystals (RE = Nd, Sm, Gd, Dy, Y, Ho, Er, Lu) Grown from Molten Salts under 2000 bar of Oxygen Gas Pressure, Crystal Growth & Design 21, 4230–4241 (2021). [Open Access URL]
  Group(s): Medarde / Project(s): DD5
10.25505/fiz.icsd.cc27qypm — CSD 2077641: Experimental Crystal Structure Determination, by Y. M. Klein, M. Kozowski, A. Linden, P. Lacorre, M. Medarde, D. J. Gawryluk
Related MARVEL publication:
- Y. M. Klein, M. Kozłowski, A. Linden, P. Lacorre, M. Medarde, D. J. Gawryluk, RENiO₃ Single Crystals (RE = Nd, Sm, Gd, Dy, Y, Ho, Er, Lu) Grown from Molten Salts under 2000 bar of Oxygen Gas Pressure, Crystal Growth & Design 21, 4230–4241 (2021). [Open Access URL]
  Group(s): Medarde / Project(s): DD5
10.25505/fiz.icsd.cc27qyqn — CSD 2077642: Experimental Crystal Structure Determination, by Y. M. Klein, M. Kozowski, A. Linden, P. Lacorre, M. Medarde, D. J. Gawryluk
Related MARVEL publication:
- Y. M. Klein, M. Kozłowski, A. Linden, P. Lacorre, M. Medarde, D. J. Gawryluk, RENiO₃ Single Crystals (RE = Nd, Sm, Gd, Dy, Y, Ho, Er, Lu) Grown from Molten Salts under 2000 bar of Oxygen Gas Pressure, Crystal Growth & Design 21, 4230–4241 (2021). [Open Access URL]
  Group(s): Medarde / Project(s): DD5
10.25505/fiz.icsd.cc27r1hk — CSD 2077728: Experimental Crystal Structure Determination, by Y. M. Klein, M. Kozowski, A. Linden, P. Lacorre, M. Medarde, D. J. Gawryluk
Related MARVEL publication:
- Y. M. Klein, M. Kozłowski, A. Linden, P. Lacorre, M. Medarde, D. J. Gawryluk, RENiO₃ Single Crystals (RE = Nd, Sm, Gd, Dy, Y, Ho, Er, Lu) Grown from Molten Salts under 2000 bar of Oxygen Gas Pressure, Crystal Growth & Design 21, 4230–4241 (2021). [Open Access URL]
  Group(s): Medarde / Project(s): DD5
10.25505/fiz.icsd.cc27r1jl — CSD 2077729: Experimental Crystal Structure Determination, by Y. M. Klein, M. Kozowski, A. Linden, P. Lacorre, M. Medarde, D. J. Gawryluk
Related MARVEL publication:
- Y. M. Klein, M. Kozłowski, A. Linden, P. Lacorre, M. Medarde, D. J. Gawryluk, RENiO₃ Single Crystals (RE = Nd, Sm, Gd, Dy, Y, Ho, Er, Lu) Grown from Molten Salts under 2000 bar of Oxygen Gas Pressure, Crystal Growth & Design 21, 4230–4241 (2021). [Open Access URL]
  Group(s): Medarde / Project(s): DD5
github.com/cosmo-epfl/scikit-cosmo — scikit-cosmo, by the COSMO laboratory
Related MARVEL publication:
- A. Goscinski, G. Fraux, G. Imbalzano, M. Ceriotti, The role of feature space in atomistic learning, Machine Learning: Science and Technology 2, 025028 (2021).
  Group(s): Ceriotti / Project(s): DD1
github.com/stepan-tsirkin/irrep/tree/master/examples — irrep, by S. Tsirkin
Related MARVEL publication:
- M. Iraola, J. L. Mañes, B. Bradlyn, T. Neupert, M. G. Vergniory, S. S. Tsirkin, IrRep: Symmetry eigenvalues and irreducible representations of ab initio band structures, Computer Physics Communications 272, 108226 (2022). [Open Access URL]
  Group(s): Neupert / Project(s): DD6
plumed-nest.org/eggs/21/005/ — Crystallization Collective Variable, by T. Karmakar
Related MARVEL publication:
- T. Karmakar, M. Invernizzi, V. Rizzi, M. Parrinello, Collective variables for the study of crystallisation, Molecular Physics 119, e1893848 (2021). [Open Access URL]
  Group(s): Parrinello / Project(s): DD1
plumed-nest.org/eggs/21/006/ — OPES, On-the-fly Probability Enhanced Sampling Method, by M. Invernizzi
Related MARVEL publication:
- M. Invernizzi, OPES: On-the-fly Probability Enhanced Sampling method, Nuovo Cimento C 44, 112 (2021). [Open Access URL]
  Group(s): Parrinello / Project(s): DD1
plumed-nest.org/eggs/20/004/ — Data-driven collective variables for enhanced sampling, by L. Bonati
Related MARVEL publication:
- L. Bonati, Training collective variables for enhanced sampling via neural networks based discriminant analysis, Nuovo Cimento C 44, 125 (2021). [Open Access URL]
  Group(s): Parrinello / Project(s): DD1
github.com/bmda-unibas/CondInvarianceCC — Learning Conditional Invariance through Cycle Consistency, by M. Samarin
Related MARVEL publication:
- M. Samarin, V. Nesterov, M. Wieser, A. Wieczorek, S. Parbhoo, and V. Roth, Learning Conditional Invariance through Cycle Consistency, in 43rd German Conference on Pattern Recognition (GCPR 2021), Lecture Notes in Computer Science (C. Bauckhage, J. Gall, and A. Schwing, eds., Springer International Publishing, Cham, 2021). [Open Access URL]
  Group(s): Roth / Project(s): INC2
github.com/ltalirz/livecoms-atomistic-software — Trends in atomistic simulation software usage, by L. Talirz
Related MARVEL publication:
- L. Talirz, L. M. Ghiringhelli, B. Smit, Trends in Atomistic Simulation Software Usage [Article v1.0], Living Journal of Computational Molecular Science 3, 1483 (2021). [Open Access URL]
  Group(s): Marzari, Pizzi, Smit / Project(s): DD4, OSP
10.17863/cam.64033 — Research data supporting "Imaging the coherent propagation of collective modes in the excitonic insulator Ta₂NiSe₅ at room temperature", by H. Bretscher, P. Andrich, Y. Murakami, D. Golez, B. Remez, P. Telang, A. Singh, L. Harnagea, N. Cooper, A. J. Millis, P. Werner, A. Sood, A. Rao
Related MARVEL publication:
- H. M. Bretscher, P. Andrich, Y. Murakami, D. Golež, B. Remez, P. Telang, A. Singh, L. Harnagea, N. R. Cooper, A. J. Millis, P. Werner, A. K. Sood, A. Rao, Imaging the coherent propagation of collective modes in the excitonic insulator Ta₂NiSe₅ at room temperature, Science Advances 7, eabd6147 (2021). [Open Access URL]
  Group(s): Werner / Project(s): DD5
10.24435/materialscloud:1r-8w — High performance Wannier interpolation of Berry curvature and related quantities with WannierBerri code, by S. S. Tsirkin
Related MARVEL publication:
- S. S. Tsirkin, High performance Wannier interpolation of Berry curvature and related quantities: WannierBerri code, npj Computational Materials 7, 33 (2021). [Open Access URL]
  Group(s): Neupert / Project(s): DD6
10.24435/materialscloud:kf-h1 — Tailoring interfacial properties in CaVO₃ thin films and heterostructures with SrTiO₃ and LaAlO₃: A DFT+DMFT study, by S. Beck, C. Ederer
Related MARVEL publication:
- S. Beck, C. Ederer, Tailoring interfacial properties in CaVO₃ thin films and heterostructures with SrTiO₃ and LaAlO₃: a DFT+DMFT study, Physical Review Materials 4, 125002 (2020). [Open Access URL]
  Group(s): Ederer / Project(s): DD5
10.24435/materialscloud:m9-9d — Local polarization in oxygen-deficient LaMnO₃ induced by charge localization in the Jahn-Teller distorted structure, by C. Ricca, N. Niederhauser, U. Aschauer
Related MARVEL publication:
- C. Ricca, N. Niederhauser, U. Aschauer, Local polarization in oxygen-deficient LaMnO₃ induced by charge localization in the Jahn-Teller distorted structure, Physical Review Research 2, 042040 (2020). [Open Access URL]
  Group(s): Aschauer / Project(s): DD5
10.24435/materialscloud:4k-51 — Thermomechanical properties of honeycomb lattices from internal-coordinates potentials: the case of graphene and hexagonal boron nitrides, by F. Libbi, N. Bonini, N. Marzari
Related MARVEL publication:
- F. Libbi, N. Bonini, N. Marzari, Thermomechanical properties of honeycomb lattices from internal-coordinates potentials: the case of graphene and hexagonal boron nitride, 2D Materials 8, 015026 (2021). [Open Access URL]
  Group(s): Marzari / Project(s): DD3
10.24435/materialscloud:cc-j6 — A data-driven perspective on the colours of metal-organic frameworks, by K. M. Jablonka, S. M. Moosavi, M. Asgari, C. Ireland, L. Patiny, B. Smit
Related MARVEL publication:
- K. M. Jablonka, S. M. Moosavi, M. Asgari, C. Ireland, L. Patiny, B. Smit, A data-driven perspective on the colours of metal-organic frameworks, Chemical Science 12, 3587–3598 (2021). [Open Access URL]
  Group(s): Smit / Project(s): DD4
10.24435/materialscloud:k5-t2 — Molecular mechanism of gas solubility in liquid: constant chemical potential molecular dynamics simulations, by N. Ansari, T. Karmakar, M. Parrinello
Related MARVEL publication:
- N. Ansari, T. Karmakar, M. Parrinello, Molecular Mechanism of Gas Solubility in Liquid: Constant Chemical Potential Molecular Dynamics Simulations, Journal of Chemical Theory and Computation 16, 5279 (2020). [Open Access URL]
  Group(s): Parrinello / Project(s): DD1
10.24435/materialscloud:cg-q0 — Controlling the quantum spin Hall edge states in two-dimensional transition metal dichalcogenides, by A. Pulkin, O. V. Yazyev
Related MARVEL publication:
- A. Pulkin, O. V. Yazyev, Controlling the Quantum Spin Hall Edge States in Two-Dimensional Transition Metal Dichalcogenides, The Journal of Physical Chemistry Letters 11, 6964 (2020). [Open Access URL]
  Group(s): Yazyev / Project(s): DD6
10.24435/materialscloud:cd-gr — Electronic transport across quantum dots in graphene nanoribbons: Toward built-in gap-tunable metal-semiconductor-metal heterojunctions, by K. Čerņevičs, O. V. Yazyev, M. Pizzochero
Related MARVEL publication:
- K. Čerņevičs, O. V. Yazyev, M. Pizzochero, Electronic transport across quantum dots in graphene nanoribbons: Toward built-in gap-tunable metal-semiconductor-metal heterojunctions, Physical Review B 102, 201406 (2020). [Open Access URL]
  Group(s): Yazyev, Akrap / Project(s): DD6
10.24435/materialscloud:az-b2 — Two-dimensional materials from high-throughput computational exfoliation of experimentally known compounds, by N. Mounet, M. Gibertini, P. Schwaller, D. Campi, A. Merkys, A. Marrazzo, T. Sohier, I. E. Castelli, A. Cepellotti, G. Pizzi, N. Marzari
Related MARVEL publications:
- S. P. Huber, S. Zoupanos, M. Uhrin, L. Talirz, L. Kahle, R. Häuselmann, D. Gresch, T. Müller, A. V. Yakutovich, C. W. Andersen, F. F. Ramirez, C. S. Adorf, F. Gargiulo, S. Kumbhar, E. Passaro, C. Johnston, A. Merkys, A. Cepellotti, N. Mounet, N. Marzari, B. Kozinsky, G. Pizzi, AiiDA 1.0, a scalable computational infrastructure for automated reproducible workflows and data provenance, Scientific Data 7, 300 (2020). [Open Access URL]
  Group(s): Marzari, Pizzi / Project(s): DD3, OSP
- L. Talirz, S. Kumbhar, E. Passaro, A. V. Yakutovich, V. Granata, F. Gargiulo, M. Borelli, M. Uhrin, S. P. Huber, S. Zoupanos, C. S. Adorf, C. W. Andersen, O. Schütt, C. A. Pignedoli, D. Passerone, J. VandeVondele, T. C. Schulthess, B. Smit, G. Pizzi, N. Marzari, Materials Cloud, a platform for open computational science, Scientific Data 7, 299 (2020). [Open Access URL]
  Group(s): Marzari, Passerone, Pizzi, Schulthess, Smit, VandeVondele / Project(s): DD4, OSP, HPC
- N. Mounet, M. Gibertini, P. Schwaller, D. Campi, A. Merkys, A. Marrazzo, T. Sohier, I. E. Castelli, A. Cepellotti, G. Pizzi, N. Marzari, Two-dimensional materials from high-throughput computational exfoliation of experimentally known compounds, Nature Nanotechnology 13, 246 (2018). [Open Access URL]
  Group(s): Marzari / Project(s): DD3, OSP
10.24435/materialscloud:z5-ct — Pyrene-based metal organic frameworks, by F. P. Kinik, A. Ortega-Guerrero, D. Ongari, C. P. Ireland, B. Smit
Related MARVEL publication:
- F. P. Kinik, A. Ortega-Guerrero, D. Ongari, C. P. Ireland, B. Smit, Pyrene-based metal organic frameworks: from synthesis to applications, Chemical Society Reviews 50, 3143–3177 (2021). [Open Access URL]
  Group(s): Smit / Project(s): DD4
10.24435/materialscloud:21-m1 — Evaluation of photocatalysts for water splitting through combined analysis of surface coverage and energy-level alignment, by Z. Guo, F. Ambrosio, A. Pasquarello
Related MARVEL publication:
- Z. Guo, F. Ambrosio, A. Pasquarello, Evaluation of photocatalysts for water splitting through combined analysis of surface coverage and energy-level alignment, ACS Catalysis 10, 13186–13195 (2020). [Open Access URL]
  Group(s): Pasquarello / Project(s): DD4
10.24435/materialscloud:vp-wm — Self-consistent Hubbard parameters from density-functional perturbation theory in the ultrasoft and projector-augmented wave formulations, by I. Timrov, N. Marzari, M. Cococcioni
Related MARVEL publication:
- I. Timrov, N. Marzari, M. Cococcioni, Self-consistent Hubbard parameters from density-functional perturbation theory in the ultrasoft and projector-augmented wave formulations, Physical Review B 103, 045141 (2021). [Open Access URL]
  Group(s): Marzari / Project(s): OSP
10.24435/materialscloud:3a-9v — Li₄₋ₓGe₁₋ₓPₓO₄, a potential solid-state electrolyte for all-oxide microbatteries, by E. Gilardi, G. Materzanini, L. Kahle, M. Doebeli, S. Lacey, X. Cheng, N. Marzari, D. Pergolesi, A. Hintennach, T. Lippert
Related MARVEL publication:
- E. Gilardi, G. Materzanini, L. Kahle, M. Döbeli, S. Lacey, X. Cheng, N. Marzari, D. Pergolesi, A. Hintennach, T. Lippert, Li_4-xGe_1-xP_xO₄, a Potential Solid-State Electrolyte for All-Oxide Microbatteries, ACS Applied Energy Materials 3, 9910 (2020). [Open Access URL]
  Group(s): Laino, Lippert, Marzari, Pergolesi / Project(s): INC1, PP7
10.24435/materialscloud:f3-yh — A fourth-generation high-dimensional neural network potential with accurate electrostatics including non-local charge transfer, by T. W. Ko, J. A. Finkler, S. Goedecker, J. Behler
Related MARVEL publication:
- T. W. Ko, J. A. Finkler, S. Goedecker, J. Behler, A fourth-generation high-dimensional neural network potential with accurate electrostatics including non-local charge transfer, Nature Communications 12, 398 (2021). [Open Access URL]
  Group(s): Goedecker / Project(s): DD1
10.24435/materialscloud:sx-ce — Even–odd conductance effect in graphene nanoribbons induced by edge functionalization with aromatic molecules: basis for novel chemosensors, by K. Čerņevičs, M. Pizzochero, O. V. Yazyev
Related MARVEL publication:
- K. Čerņevičs, M. Pizzochero, O. V. Yazyev, Even–odd conductance effect in graphene nanoribbons induced by edge functionalization with aromatic molecules: basis for novel chemosensors, The European Physical Journal Plus 135, 681 (2020). [Open Access URL]
  Group(s): Yazyev / Project(s): DD6
10.24435/materialscloud:8z-2p — Learning on-top: regressing the on-top pair density for real-space visualization of electron correlation, by A. Fabrizio, K. R. Briling, D. D. Girardier, C. Corminboeuf
Related MARVEL publication:
- A. Fabrizio, K. R. Briling, D. D. Girardier, C. Corminboeuf, Learning on-top: regressing the on-top pair density for real-space visualization of electron correlation, The Journal of Chemical Physics 153, 204111 (2020). [Open Access URL]
  Group(s): Corminboeuf / Project(s): DD1
10.24435/materialscloud:p9-eq — Optical imaging and spectroscopy of atomically precise armchair graphene nanoribbons, by S. Zhao, G. Borin Barin, T. Cao, J. Overbeck, R. Darawish, T. Lyu, S. Drapcho, S. Wang, T. Dumslaff, A. Narita, M. Calame, K. Müllen, S. G. Louie, P. Ruffieux, R. Fasel
Related MARVEL publication:
- S. Zhao, G. B. Barin, T. Cao, J. Overbeck, R. Darawish, T. Lyu, S. Drapcho, S. Wang, T. Dumslaff, A. Narita, M. Calame, K. Müllen, S. G. Louie, P. Ruffieux, R. Fasel, F. Wang, Optical Imaging and Spectroscopy of Atomically Precise Armchair Graphene Nanoribbons, Nano Letters 20, 1124–1130 (2020). [Open Access URL]
  Group(s): Fasel / Project(s): DD3
10.24435/materialscloud:42-fm — Building a consistent and reproducible database for adsorption evaluation in Covalent-Organic Frameworks, by D. Ongari, A. V. Yakutovich, L. Talirz, B. Smit
Related MARVEL publication:
- D. Ongari, L. Talirz, B. Smit, Too Many Materials and Too Many Applications: An Experimental Problem Waiting for a Computational Solution, ACS Central Science 6, 1898 (2020). [Open Access URL]
  Group(s): Smit / Project(s): DD4, OSP
10.24435/materialscloud:27-pz — Pulay forces in density-functional theory with extended Hubbard functionals: from nonorthogonalized to orthogonalized manifolds, by I. Timrov, F. Aquilante, L. Binci, M. Cococcioni, N. Marzari
Related MARVEL publication:
- I. Timrov, F. Aquilante, L. Binci, M. Cococcioni, N. Marzari, Pulay forces in density-functional theory with extended Hubbard functionals: from nonorthogonalized to orthogonalized manifolds, Physical Review B 102, 235159 (2020). [Open Access URL]
  Group(s): Marzari / Project(s): OSP
10.24435/materialscloud:tx-ht — On‐surface synthesis of cumulene‐containing polymers via two‐step dehalogenative homocoupling of dibromomethylene-functionalized tribenzoazulene, by J. I. Urgel, M. Di Giovannantonio, K. Eimre, T. G. Lohr, J. Liu, S. Mishra, Q. Sun, A. Kinikar, R. Widmer, S. Stolz, M. Bommert, R. Berger, P. Ruffieux, C. A. Pignedoli, K. Müllen, X. Feng, R. Fasel
Related MARVEL publication:
- J. I. Urgel, M. D. Giovannantonio, K. Eimre, T. G. Lohr, J. Liu, S. Mishra, Q. Sun, A. Kinikar, R. Widmer, S. Stolz, M. Bommert, R. Berger, P. Ruffieux, C. A. Pignedoli, K. Müllen, X. Feng, R. Fasel, On-Surface Synthesis of Cumulene-Containing Polymers via Two-Step Dehalogenative Homocoupling of Dibromomethylene-Functionalized Tribenzoazulene, Angewandte Chemie International Edition 59, 13281–13287 (2020). [Open Access URL]
  Group(s): Fasel, Passerone / Project(s): DD3
10.24435/materialscloud:p8-se — 2‐D materials for ultrascaled field-effect transistors: one hundred candidates under the ab initio microscope, by C. Klinkert, A. Szabó, C. Stieger, D. Campi, N. Marzari, M. Luisier
Related MARVEL publication:
- C. Klinkert, Á. Szabó, C. Stieger, D. Campi, N. Marzari, M. Luisier, 2-D materials for Ultrascaled Field-Effect Transistors: One Hundred Candidates under the Ab Initio Microscope, ACS Nano 14, 8605 (2020). [Open Access URL]
  Group(s): Luisier, Marzari / Project(s): DD3
10.24435/materialscloud:8f-1s — Pure Magnesium DFT calculations for interatomic potential fitting, by B. Yin, M. Stricker, W. A. Curtin
Related MARVEL publications:
- M. Stricker, W. A. Curtin, Prismatic Slip in Magnesium, The Journal of Physical Chemistry C 124, 27230 (2020). [Open Access URL]
  Group(s): Curtin / Project(s): DD2
- M. Stricker, B. Yin, E. Mak, W. A. Curtin, Machine learning for metallurgy II. A neural-network potential for magnesium, Physical Review Materials 4, 103602 (2020). [Open Access URL]
  Group(s): Curtin / Project(s): DD2
10.24435/materialscloud:br-16 — Ab initio mobility of single-layer MoS₂ and WS₂: comparison to experiments and impact on the device characteristics, by Y. Lee, S. Fiore, M. Luisier
Related MARVEL publication:
- Y. Lee, S. Fiori, M. Luisier, Ab initio mobility of mono-layer MoS₂ and WS₂: comparison to experiments and impact on the device characteristics, in Proceedings of the 2019 IEEE International Electron Device Meeting (IEDM) (IEEE, Piscataway, NJ, USA, 2019), IEDM 2019, pp. 24.4:1–24.4:4. [Open Access URL]
  Group(s): Luisier / Project(s): DD3
10.24435/materialscloud:ge-at — Unraveling the synergy between metal-organic frameworks and co-catalysts in photocatalytic water splitting, by S. Falletta, P. Gono, Z. Guo, S. Kampouri, K. C. Stylianou, A. Pasquarello
Related MARVEL publication:
- S. Falletta, P. Gono, Z. Guo, S. Kampouri, K. C. Stylianou, A. Pasquarello, Unraveling the synergy between metal-organic frameworks and co-catalysts in photocatalytic water splitting, Journal of Materials Chemistry A 8, 20493–20502 (2020). [Open Access URL]
  Group(s): Pasquarello, Smit, Stylianou / Project(s): DD4
10.24435/materialscloud:gb-90 — Evidence of large polarons in photoemission band mapping of the perovskite semiconductor CsPbBr₃, by M. Puppin, S. Polishchuk, N. Colonna, A. Crepaldi, D. Dirin, O. Nazarenko, R. De Gennaro, G. Gatti, S. Roth, T. Barillot, L. Poletto, R. P. Xian, L. Rettig, M. Wolf, R. Ernstorfer, M. V. Kovalenko, N. Marzari, M. Grioni, M. Chergui
Related MARVEL publication:
- M. Puppin, S. Polishchuk, N. Colonna, A. Crepaldi, D. N. Dirin, O. Nazarenko, R. De Gennaro, G. Gatti, S. Roth, T. Barillot, L. Poletto, R. P. Xian, L. Rettig, M. Wolf, R. Ernstorfer, M. V. Kovalenko, N. Marzari, M. Grioni, M. Chergui, Evidence of large polarons in photoemission band mapping of the perovskite semiconductor CsPbBr₃, Physical Review Letters 124, 206402 (2020). [Open Access URL]
  Group(s): Marzari / Project(s): OSP
10.24435/materialscloud:5k-rm — Collective all‐carbon magnetism in triangulene dimers, by S. Mishra, D. Beyer, K. Eimre, R. Ortiz, J. Fernández-Rossier, R. Berger, O. Gröning, C. A. Pignedoli, R. Fasel, X. Feng, P. Ruffieux
Related MARVEL publication:
- S. Mishra, D. Beyer, K. Eimre, R. Ortiz, J. Fernández-Rossier, R. Berger, O. Gröning, C. A. Pignedoli, R. Fasel, X. Feng, P. Ruffieux, Collective All-Carbon Magnetism in Triangulene Dimers, Angewandte Chemie International Edition 59, 12041–12047 (2020). [Open Access URL]
  Group(s): Fasel, Passerone / Project(s): DD3
10.24435/materialscloud:y1-cr — On-surface synthesis of non-benzenoid nanographenes by oxidative ring-closure and ring-rearrangement reactions, by T. G. Lohr, J. I. Urgel, K. Eimre, J. Liu, M. Di Giovannantonio, S. Mishra, R. Berger, P. Ruffieux, C. A. Pignedoli, R. Fasel, X. Feng
Related MARVEL publication:
- T. G. Lohr, J. I. Urgel, K. Eimre, J. Liu, M. D. Giovannantonio, S. Mishra, R. Berger, P. Ruffieux, C. A. Pignedoli, R. Fasel, X. Feng, On-Surface Synthesis of Non-Benzenoid Nanographenes by Oxidative Ring-Closure and Ring-Rearrangement Reactions, Journal of the American Chemical Society 142, 13565–13572 (2020). [Open Access URL]
  Group(s): Fasel, Passerone / Project(s): DD3
10.24435/materialscloud:wy-bn — Reaction pathway towards 7-atom-wide armchair graphene nanoribbon formation and identification of intermediate species on Au(111), by S. Thussing, S. Flade, K. Eimre, C. A. Pignedoli, R. Fasel, P. Jakob
Related MARVEL publication:
- S. Thussing, S. Flade, K. Eimre, C. A. Pignedoli, R. Fasel, P. Jakob, Reaction Pathway toward Seven-Atom-Wide Armchair Graphene Nanoribbon Formation and Identification of Intermediate Species on Au(111), The Journal of Physical Chemistry C 124, 16009–16018 (2020). [Open Access URL]
  Group(s): Fasel, Passerone / Project(s): DD3
10.24435/materialscloud:6k-je — Machine learning for metallurgy: a neural network potential for Al-Cu, by D. Marchand, A. Jain, A. Glensk, W. A. Curtin
Related MARVEL publication:
- D. Marchand, A. Jain, A. Glensk, W. A. Curtin, Machine learning for metallurgy I. A neural-network potential for Al-Cu, Physical Review Materials 4, 103601 (2020). [Open Access URL]
  Group(s): Curtin / Project(s): DD2
10.24435/materialscloud:gr-tj — Effect of charge self-consistency in DFT+DMFT calculations for complex transition metal oxides, by A. Hampel, S. Beck, C. Ederer
Related MARVEL publication:
- A. Hampel, S. Beck, C. Ederer, Effect of charge self-consistency in DFT+DMFT calculations for complex transition metal oxides, Physical Review Research 2, 033088 (2020). [Open Access URL]
  Group(s): Ederer / Project(s): DD5
10.24435/materialscloud:e0-qn — On-surface synthesis of unsaturated carbon nanostructures with regularly fused pentagon-heptagon pairs, by I. C. Hou, Q. Sun, K. Eimre, M. Di Giovannantonio, J. I. Urgel, P. Ruffieux, A. Narita, R. Fasel, K. Müllen
Related MARVEL publication:
- I. C. Hou, Q. Sun, K. Eimre, M. D. Giovannantonio, J. I. Urgel, P. Ruffieux, A. Narita, R. Fasel, K. Müllen, On-Surface Synthesis of Unsaturated Carbon Nanostructures with Regularly Fused Pentagon-Heptagon Pairs, Journal of the American Chemical Society 142, 10291–10296 (2020). [Open Access URL]
  Group(s): Fasel / Project(s): DD3
10.24435/materialscloud:4b-jt — Coupled spin states in armchair graphene nanoribbons with asymmetric zigzag edge extensions, by Q. Sun, X. Yao, O. Gröning, K. Eimre, C. A. Pignedoli, K. Müllen, A. Narita, R. Fasel, P. Ruffieux
Related MARVEL publication:
- Q. Sun, X. Yao, O. Gröning, K. Eimre, C. A. Pignedoli, K. Müllen, A. Narita, R. Fasel, P. Ruffieux, Coupled Spin States in Armchair Graphene Nanoribbons with Asymmetric Zigzag Edge Extensions, Nano Letters 20, 6429–6436 (2020). [Open Access URL]
  Group(s): Fasel, Passerone / Project(s): DD3
10.24435/materialscloud:de-2x — On-surface synthesis of oligo(indenoindene), by M. Di Giovannantonio, Q. Chen, J. I. Urgel, P. Ruffieux, C. A. Pignedoli, K. Müllen, A. Narita, R. Fasel
Related MARVEL publication:
- M. D. Giovannantonio, Q. Chen, J. I. Urgel, P. Ruffieux, C. A. Pignedoli, K. Müllen, A. Narita, R. Fasel, On-Surface Synthesis of Oligo(indenoindene), Journal of the American Chemical Society 142, 12925–12929 (2020). [Open Access URL]
  Group(s): Fasel, Passerone / Project(s): DD3
10.24435/materialscloud:p3-1x — The role of water in host-guest interaction, by V. Rizzi, L. Bonati, N. Ansari, M. Parrinello
Related MARVEL publication:
- V. Rizzi, L. Bonati, N. Ansari, M. Parrinello, The role of water in host-guest interaction, Nature Communications 12, 93 (2021). [Open Access URL]
  Group(s): Parrinello / Project(s): DD1
10.24435/materialscloud:qy-dp — Randomly-displaced methane configurations, by S. Pozdnyakov, M. Willatt, M. Ceriotti
Related MARVEL publication:
- J. Nigam, S. Pozdnyakov, M. Ceriotti, Recursive evaluation and iterative contraction of N-body equivariant features, The Journal of Chemical Physics 153, 121101 (2020). [Open Access URL]
  Group(s): Ceriotti / Project(s): DD2
10.24435/materialscloud:ap-w8 — Charge separation and charge carrier mobility in photocatalytic metal-organic frameworks, by M. Fumanal, A. Ortega-Guerrero, K. M. Jablonka, B. Smit, I. Tavernelli
Related MARVEL publication:
- M. Fumanal, A. Ortega-Guerrero, K. M. Jablonka, B. Smit, I. Tavernelli, Charge Separation and Charge Carrier Mobility in Photocatalytic Metal-Organic Frameworks, Advanced Functional Materials 30, 2003792 (2020). [Open Access URL]
  Group(s): Smit, Tavernelli / Project(s): DD4
10.24435/materialscloud:dq-ey — Using collective knowledge to assign oxidation states, by K. M. Jablonka, D. Ongari, S. M. Moosavi, B. Smit
Related MARVEL publication:
- K. M. Jablonka, D. Ongari, S. M. Moosavi, B. Smit, Using collective knowledge to assign oxidation states of metal cations in metal-organic frameworks, Nature Chemistry 13, 771 (2021). [Open Access URL]
  Group(s): Smit / Project(s): DD4
10.24435/materialscloud:x5-bb — Optical absorption properties of metal-organic frameworks: solid state versus molecular perspective, by M. Fumanal, C. Corminboeuf, B. Smit, I. Tavernelli
Related MARVEL publication:
- M. Fumanal, C. Corminboeuf, B. Smit, I. Tavernelli, Optical absorption properties of metal-organic frameworks: solid state versus molecular perspective, Physical Chemistry Chemical Physics 22, 19512 (2020). [Open Access URL]
  Group(s): Corminboeuf, Smit, Tavernelli / Project(s): DD4
10.24435/materialscloud:g5-9z — Band alignment at β-Ga₂O₃/III-N (III=Al, Ga) interfaces through hybrid functional calculations, by S. Lyu, A. Pasquarello
Related MARVEL publication:
- S. Lyu, A. Pasquarello, Band alignment at β-Ga₂O₃/III-N (III = Al, Ga) interfaces through hybrid functional calculations, Applied Physics Letters 117, 102103 (2020). [Open Access URL]
  Group(s): Pasquarello / Project(s): DD4
10.24435/materialscloud:s0-yx — Data-powered augmented volcano plots for homogeneous catalysis, by M. D. Wodrich, A. Fabrizio, B. Meyer, C. Corminboeuf
Related MARVEL publications:
- A. Fabrizio, K. R. Briling, A. Grisafi, C. Corminboeuf, Learning (from) the Electron Density: Transferability, Conformational and Chemical Diversity, CHIMIA 74, 232–236 (2020). [Open Access URL]
  Group(s): Ceriotti, Corminboeuf / Project(s): DD1
- M. D. Wodrich, A. Fabrizio, B. Meyer, C. Corminboeuf, Data-powered augmented volcano plots for homogeneous catalysis, Chemical Science 16, 12070–12080 (2020). [Open Access URL]
  Group(s): Corminboeuf / Project(s): DD1
10.24435/materialscloud:fr-r0 — Profiling novel high-conductivity 2D semiconductors, by T. Sohier, M. Gibertini, N. Marzari
Related MARVEL publication:
- T. Sohier, M. Gibertini, N. Marzari, Profiling novel high-conductivity 2D semiconductors, 2D Materials 8, 015025 (2021). [Open Access URL]
  Group(s): Marzari / Project(s): DD3
10.24435/materialscloud:9p-j0 — Large-cavity coronoids with different inner and outer edge structures, by M. Di Giovannantonio, X. Yao, K. Eimre, J. I. Urgel, P. Ruffieux, C. A. Pignedoli, K. Müllen, R. Fasel, A. Narita
Related MARVEL publication:
- M. D. Giovannantonio, X. Yao, K. Eimre, J. I. Urgel, P. Ruffieux, C. A. Pignedoli, K. Müllen, R. Fasel, A. Narita, Large-Cavity Coronoids with Different Inner and Outer Edge Structures, Journal of the American Chemical Society 142, 12046–12050 (2020). [Open Access URL]
  Group(s): Fasel, Passerone / Project(s): DD3
10.24435/materialscloud:wy-kn — Revised MD17 dataset, by A. Christensen, O. A. Von Lilienfeld
Related MARVEL publication:
- A. S. Christensen, O. A. von lilienfeld, On the role of gradients for machine learning of molecular energies and forces, Machine Learning: Science and Technology 1, 045018 (2020). [Open Access URL]
  Group(s): von Lilienfeld / Project(s): INC2
10.24435/materialscloud:gr-w3 — A unified approach to enhanced sampling, by M. Invernizzi, P. M. Piaggi, M. Parrinello
Related MARVEL publication:
- M. Invernizzi, P. M. Piaggi, M. Parrinello, A Unified Approach to Enhanced Sampling, Physical Review X 10, 041034 (2020). [Open Access URL]
  Group(s): Parrinello / Project(s): DD1
10.24435/materialscloud:gb-wz — Massive Dirac fermion behavior in a low bandgap graphene nanoribbon near a topological phase boundary, by Q. Sun, O. Gröning, J. Overbeck, O. Braun, M. L. Perrin, G. Borin Barin, M. El Abbassi, K. Eimre, E. Ditler, C. Daniels, V. Meunier, C. A. Pignedoli, M. Calame, R. Fasel, P. Ruffieux
Related MARVEL publication:
- Q. Sun, O. Gröning, J. Overbeck, O. Braun, M. L. Perrin, G. B. Barin, M. E. Abbassi, K. Eimre, E. Ditler, C. Daniels, V. Meunier, C. A. Pignedoli, M. Calame, R. Fasel, P. Ruffieux, Massive Dirac Fermion Behavior in a Low Bandgap Graphene Nanoribbon Near a Topological Phase Boundary, Advanced Materials 32, 1906054 (2020). [Open Access URL]
  Group(s): Fasel, Passerone / Project(s): DD3
10.24435/materialscloud:v8-rn — On‐surface synthesis and characterization of triply fused porphyrin–graphene nanoribbon hybrids, by L. M. Mateo, Q. Sun, S. Liu, J. J. Bergkamp, K. Eimre, C. A. Pignedoli, P. Ruffieux, S. Decurtins, G. Bottari, R. Fasel, T. Torres
Related MARVEL publication:
- L. M. Mateo, Q. Sun, S. Liu, J. J. Bergkamp, K. Eimre, C. A. Pignedoli, P. Ruffieux, S. Decurtins, G. Bottari, R. Fasel, T. Torres, On-Surface Synthesis and Characterization of Triply Fused Porphyrin-Graphene Nanoribbon Hybrids, Angewandte Chemie International Edition 59, 1334–1339 (2020). [Open Access URL]
  Group(s): Fasel, Passerone / Project(s): DD3
10.24435/materialscloud:w0-sz — Electron energy loss spectroscopy of bulk gold with ultrasoft pseudopotentials and the Liouville-Lanczos method, by O. Motornyi, N. Vast, I. Timrov, O. Baseggio, S. Baroni, A. Dal Corso
Related MARVEL publication:
- O. Motornyi, N. Vast, I. Timrov, O. Baseggio, S. Baroni, A. D. Corso, Electron energy loss spectroscopy of bulk gold with ultrasoft pseudopotentials and the Liouville-Lanczos method, Physical Review B 102, 035156 (2020).
  Group(s): Marzari / Project(s): OSP
10.24435/materialscloud:9p-g7 — Finite-size corrections of defect energy levels involving ionic polarization, by S. Falletta, J. Wiktor, A. Pasquarello
Related MARVEL publication:
- S. Falletta, J. Wiktor, A. Pasquarello, Finite-size corrections of defect energy levels involving ionic polarization, Physical Review B 102, 041115(R) (2020). [Open Access URL]
  Group(s): Pasquarello / Project(s): DD4
10.24435/materialscloud:3y-gr — Understanding the diversity of the metal-organic framework ecosystem, by S. M. Moosavi, A. Nandy, K. Maik Jablonka, D. Ongari, J. P. Janet, P. G. Boyd, Y. Lee, B. Smit, H. J. Kulik
Related MARVEL publication:
- S. M. Moosavi, A. Nandy, K. M. Jablonka, D. Ongari, J. P. Janet, P. G. Boyd, Y. Lee, B. Smit, H. Kulik, Understanding the Diversity of the Metal-Organic Framework Ecosystem, Nature Communications 11, 4068 (2020). [Open Access URL]
  Group(s): Smit / Project(s): DD4
10.24435/materialscloud:z9-zr — Simulating solvation and acidity in complex mixtures with first-principles accuracy: the case of CH₃SO₃H and H₂O₂ in phenol, by K. Rossi, V. Juraskova, R. Wischert, L. Garel, C. Corminboeuf, M. Ceriotti
Related MARVEL publication:
- K. Rossi, V. Jurásková, R. Wischert, L. Garel, C. Corminbœuf, M. Ceriotti, Simulating Solvation and Acidity in Complex Mixtures with First-Principles Accuracy: The Case of CH₃SO₃H and H₂O₂ in Phenol, Journal of Chemical Theory and Computation 16, 5139 (2020). [Open Access URL]
  Group(s): Ceriotti, Corminboeuf / Project(s): DD1
10.24435/materialscloud:sf-4r — Self-consistent DFT+U+V study of oxygen vacancies in SrTiO₃, by C. Ricca, I. Timrov, M. Cococcioni, N. Marzari, U. Aschauer
Related MARVEL publication:
- C. Ricca, I. Timrov, M. Cococcioni, N. Marzari, U. Aschauer, Self-consistent DFT+U+V study of oxygen vacancies in SrTiO₃, Physical Review Research 2, 023313 (2020). [Open Access URL]
  Group(s): Aschauer, Marzari / Project(s): DD5, DD3
10.24435/materialscloud:t5-af — Electronic structure of pristine and Ni-substituted LaFeO₃ from near edge x-ray absorption fine structure experiments and first-principles simulations, by I. Timrov, P. Agrawal, X. Zhang, S. Erat, R. Liu, A. Braun, M. Cococcioni, M. Calandra, N. Marzari, D. Passerone
Related MARVEL publication:
- I. Timrov, P. Agrawal, X. Zhang, S. Erat, R. Liu, A. Braun, M. Cococcioni, M. Calandra, N. Marzari, D. Passerone, Electronic structure of pristine and Ni-substituted LaFeO₃ from near edge x-ray absorption fine structure experiments and first-principles simulations, Physical Review Research 2, 033265 (2020). [Open Access URL]
  Group(s): Marzari, Passerone / Project(s): OSP
10.24435/materialscloud:dd-nz — Automated high-throughput Wannierisation, by V. Vitale, G. Pizzi, A. Marrazzo, J. R. Yates, N. Marzari, A. A. Mostofi
Related MARVEL publication:
- V. Vitale, G. Pizzi, A. Marrazzo, J. R. Yates, N. Marzari, A. A. Mostofi, Automated high-throughput Wannierisation, npj Computational Materials 6, 66 (2020). [Open Access URL]
  Group(s): Marzari, Pizzi / Project(s): DD3, OSP
10.24435/materialscloud:2k-3h — Quantum mechanical dipole moments in the QM7b, 21k molecules of QM9, and MuML showcase datasets, by M. Veit, D. M. Wilkins, Y. Yang, R. A. DiStasio Jr., M. Ceriotti
Related MARVEL publication:
- M. Veit, D. M. Wilkins, Y. Yang, R. A. DiStasio, M. Ceriotti, Predicting molecular dipole moments by combining atomic partial charges and atomic dipoles, The Journal of Chemical Physics 153, 024113 (2020). [Open Access URL]
  Group(s): Ceriotti / Project(s): DD1
10.24435/materialscloud:sf-tz — QMrxn20: Thousands of reactants and transition states for competing E2 and S_N2 reactions, by G. F. Von Rudorff, S. N. Heinen, M. Bragato, O. A. Von Lilienfeld
Related MARVEL publications:
- D. Lemm, G. F. von Rudorff, O. A. von Lilienfeld, Machine learning based energy-free structure predictions of molecules, transition states, and solids, Nature Communications 12, 4468 (2021). [Open Access URL]
  Group(s): von Lilienfeld / Project(s): INC2
- G. F. von Rudorff, S. N. Heinen, M. Bragato, O. A. von lilienfeld, Thousands of reactants and transition states for competing E2 and S_N2 reactions, Machine Learning: Science and Technology 1, 045026 (2020). [Open Access URL]
  Group(s): von Lilienfeld / Project(s): INC2
10.24435/materialscloud:vb-mk — Non-Abelian reciprocal braiding of Weyl points and its manifestation in ZrTe, by A. Bouhon, Q. Wu, R. Slager, H. Weng, O. V. Yazyev, T. Bzdušek
Related MARVEL publication:
- A. Bouhon, Q. Wu, R. Slager, H. Weng, O. V. Yazyev, T. Bzdušek, Non-Abelian reciprocal braiding of Weyl points and its manifestation in ZrTe, Nature Physics 16, 1137 (2020). [Open Access URL]
  Group(s): Neupert, Yazyev / Project(s): DD6
10.24435/materialscloud:2020.0051/v1 — The QMspin data set: Several thousand carbene singlet and triplet state structures and vertical spin gaps computed at MRCISD+Q-F12/cc-pVDZ-F12 level of theory, by M. Schwilk, D. N. Tahchieva, O. A. Von Lilienfeld
Related MARVEL publications:
- D. Lemm, G. F. von Rudorff, O. A. von Lilienfeld, Machine learning based energy-free structure predictions of molecules, transition states, and solids, Nature Communications 12, 4468 (2021). [Open Access URL]
  Group(s): von Lilienfeld / Project(s): INC2
- M. Schwilk, D. N. Tahchieva, O. A. von lilienfeld, Large yet bounded: Spin gap ranges in carbenes, arXiv:2004.10600 (2020). [Open Access URL]
  Group(s): von Lilienfeld / Project(s): INC2
10.24435/materialscloud:2020.0047/v1 — Moiré Flat Bands in Twisted Double Bilayer Graphene, by F. Haddadi, Q. Wu, A. J. Kruchkov, O. V. Yazyev
Related MARVEL publication:
- F. Haddadi, Q. Wu, A. J. Kruchkov, O. V. Yazyev, Moiré Flat Bands in Twisted Double Bilayer Graphene, Nano Letters 20, 2410–2415 (2020). [Open Access URL]
  Group(s): Yazyev / Project(s): DD6
10.24435/materialscloud:2020.0045/v1 — Origin of high strength in the CoCrFeNiPd high-entropy alloy, by B. Yin, W. A. Curtin
Related MARVEL publication:
- B. Yin, W. A. Curtin, Origin of high strength in the CoCrFeNiPd high-entropy alloy, Materials Research Letters 8, 209 (2020). [Open Access URL]
  Group(s): Curtin / Project(s): DD2
10.24435/materialscloud:2020.0039/v1 — Ab-initio phase diagram and nucleation of gallium, by H. Niu, L. Bonati, P. M. Piaggi, M. Parrinello
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- H. Niu, L. Bonati, P. M. Piaggi, M. Parrinello, Ab initio phase diagram and nucleation of gallium, Nature Communications 11, 2654 (2020). [Open Access URL]
  Group(s): Parrinello / Project(s): DD1
10.24435/materialscloud:2020.0038/v1 — Oxygen evolution reaction: Bifunctional mechanism breaking the linear scaling relationship, by P. Gono, A. Pasquarello
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- P. Gono, A. Pasquarello, Oxygen evolution reaction: Bifunctional mechanism breaking the linear scaling relationship, The Journal of Chemical Physics 152, 104712 (2020). [Open Access URL]
  Group(s): Pasquarello / Project(s): DD3
10.24435/materialscloud:2020.0035/v1 — Data-Driven Collective Variables for Enhanced Sampling, by L. Bonati, V. Rizzi, M. Parrinello
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- L. Bonati, V. Rizzi, M. Parrinello, Data-Driven Collective Variables for Enhanced Sampling, The Journal of Physical Chemistry Letters 11, 2998 (2020). [Open Access URL]
  Group(s): Parrinello / Project(s): DD1
10.24435/materialscloud:2020.0033/v1 — Hamiltonian-Reservoir Replica Exchange and Machine Learning Potentials for Computational Organic Chemistry, by R. Fabregat, A. Fabrizio, B. Meyer, D. Hollas, C. Corminboeuf
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- R. Fabregat, A. Fabrizio, B. Meyer, D. Hollas, C. Corminboeuf, Hamiltonian-Reservoir Replica Exchange and Machine Learning Potentials for Computational Organic Chemistry, Journal of Chemical Theory and Computation 16, 3084–3094 (2020). [Open Access URL]
  Group(s): Corminboeuf / Project(s): DD1
10.24435/materialscloud:2020.0031/v1 — Learning the energy curvature versus particle number in approximate density functionals, by A. Fabrizio, B. Meyer, C. Corminboeuf
Related MARVEL publication:
- A. Fabrizio, B. Meyer, C. Corminboeuf, Machine learning models of the energy curvature vs particle number for optimal tuning of long-range corrected functionals, The Journal of Chemical Physics 152, 154103 (2020). [Open Access URL]
  Group(s): Corminboeuf / Project(s): DD1
10.24435/materialscloud:2020.0029/v1 — In silico discovery of covalent organic frameworks for carbon capture, by K. S. Deeg, D. D. Borges, D. Ongari, N. Rampal, L. Talirz, A. V. Yakutovich, J. M. Huck, B. Smit
Related MARVEL publication:
- K. S. Deeg, D. D. Borges, D. Ongari, N. Rampal, L. Talirz, A. V. Yakutovich, J. M. Huck, B. Smit, In Silico Discovery of Covalent Organic Frameworks for Carbon Capture, ACS Applied Materials & Interfaces 12, 21559–21568 (2020). [Open Access URL]
  Group(s): Smit / Project(s): DD4
10.24435/materialscloud:2020.0027/v1 — AiiDA 1.0, a scalable computational infrastructure for automated reproducible workflows and data provenance, by S. P. Huber, S. Zoupanos, M. Uhrin, L. Talirz, L. Kahle, R. Häuselmann, D. Gresch, T. Müller, A. V. Yakutovich, C. W. Andersen, F. F. Ramirez, C. S. Adorf, F. Gargiulo, S. Kumbhar, E. Passaro, C. Johnston, A. Merkys, A. Cepellotti, N. Mounet, N. Marzari, B. Kozinsky, G. Pizzi
Related MARVEL publication:
- S. P. Huber, S. Zoupanos, M. Uhrin, L. Talirz, L. Kahle, R. Häuselmann, D. Gresch, T. Müller, A. V. Yakutovich, C. W. Andersen, F. F. Ramirez, C. S. Adorf, F. Gargiulo, S. Kumbhar, E. Passaro, C. Johnston, A. Merkys, A. Cepellotti, N. Mounet, N. Marzari, B. Kozinsky, G. Pizzi, AiiDA 1.0, a scalable computational infrastructure for automated reproducible workflows and data provenance, Scientific Data 7, 300 (2020). [Open Access URL]
  Group(s): Marzari, Pizzi / Project(s): DD3, OSP
10.24435/materialscloud:2020.0025/v1 — Energy-based Descriptors for Photo-Catalytically Active Metal-Organic Frameworks Discovery, by M. Fumanal, G. Capano, S. Barthel, B. Smit, I. Tavernelli
Related MARVEL publication:
- M. Fumanal, G. Capano, S. Barthel, B. Smit, I. Tavernelli, Energy-based descriptors for photo-catalytically active metal–organic framework discovery, Journal of Materials Chemistry A 8, 4473 (2020). [Open Access URL]
  Group(s): Smit, Tavernelli / Project(s): DD4
10.24435/materialscloud:2020.0021/v1 — Quantum ESPRESSO at the exascale, by P. Giannozzi, O. Baseggio, P. Bonfà, D. Brunato, R. Car, I. Carnimeo, C. Cavazzoni, S. De Gironcoli, P. Delugas, F. Ferrari Ruffino, A. Ferretti, N. Marzari, I. Timrov, A. Urru, S. Baroni
Related MARVEL publication:
- P. Giannozzi, O. Baseggio, P. Bonfa, D. Brunato, R. Car, I. Carnimeo, C. Cavazzoni, S. de Gironcoli, P. Delugas, F. F. Ruffino, A. Ferretti, N. Marzari, I. Timrov, A. Urru, S. Baroni, Quantum ESPRESSO toward the exascale, The Journal of Chemical Physics 152, 154105 (2020). [Open Access URL]
  Group(s): Marzari / Project(s): DD3, OSP
10.24435/materialscloud:2020.0020/v1 — Vanadium is an optimal element for strengthening in both fcc and bcc high-entropy alloys, by B. Yin, F. Maresca, W. A. Curtin
Related MARVEL publication:
- B. Yin, F. Maresca, W. A. Curtin, Vanadium is an optimal element for strengthening in both fcc and bcc high-entropy alloys, Acta Materialia 188, 486 (2020). [Open Access URL]
  Group(s): Curtin / Project(s): DD2
10.24435/materialscloud:2020.0018/v1 — Surface reconstructions and premelting of the (100) CaF₂ surface, by S. Faraji, S. A. Ghasemi, B. Parsaeifard, S. Goedecker
Related MARVEL publication:
- S. Faraji, S. A. Ghasemi, B. Parsaeifard, S. Goedecker, Surface reconstructions and premelting of the (100) CaF₂ surface, Physical Chemistry Chemical Physics 21, 16270 (2019). [Open Access URL]
  Group(s): Goedecker / Project(s): DD1
10.24435/materialscloud:2020.0016/v1 — Hubbard-corrected density functional perturbation theory with ultrasoft pseudopotentials, by A. Floris, I. Timrov, B. Himmetoglu, N. Marzari, S. De Gironcoli, M. Cococcioni
Related MARVEL publication:
- A. Floris, I. Timrov, B. Himmetoglu, N. Marzari, S. de Gironcoli, M. Cococcioni, Hubbard-corrected density functional perturbation theory with ultrasoft pseudopotentials, Physical Review B 101, 064305 (2020). [Open Access URL]
  Group(s): Marzari / Project(s): OSP
10.24435/materialscloud:2020.0014/v1 — Solvent-mediated morphology selection of the active pharmaceutical ingredient isoniazid: Experimental and simulation studies, by D. Han, T. Karmakar, Z. Bjelobrk, J. Gong, M. Parrinello
Related MARVEL publication:
- D. Han, T. Karmakar, Z. Bjelobrk, J. Gong, M. Parrinello, Solvent-mediated morphology selection of the active pharmaceutical ingredient isoniazid: Experimental and simulation studies, Chemical Engineering Science 204, 320 (2019).
  Group(s): Parrinello / Project(s): DD1
10.24435/materialscloud:2020.0013/v1 — Molecular Dynamics Simulations of Crystal Nucleation from Solution at Constant Chemical Potential, by T. Karmakar, P. M. Piaggi, M. Parrinello
Related MARVEL publication:
- T. Karmakar, P. M. Piaggi, M. Parrinello, Molecular Dynamics Simulations of Crystal Nucleation from Solution at Constant Chemical Potential, Journal of Chemical Theory and Computation 15, 6923 (2019). [Open Access URL]
  Group(s): Parrinello / Project(s): DD1
10.24435/materialscloud:2020.0012/v1 — Balancing DFT Interaction Energies in Charged Dimers Precursors to Organic Semiconductors, by A. Fabrizio, R. Petraglia, C. Corminboeuf
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- A. Fabrizio, R. Petraglia, C. Corminboeuf, Balancing Density Functional Theory Interaction Energies in Charged Dimers Precursors to Organic Semiconductors, Journal of Chemical Theory and Computation 16, 3530–3542 (2020). [Open Access URL]
  Group(s): Corminboeuf / Project(s): DD1
10.24435/materialscloud:2020.0009/v1 — Divalent Path to Enhance p-Type Conductivity in a SnO Transparent Semiconductor, by M. Grauzinyte, D. Tomerini, S. Goedecker, J. A. Flores-Livas
Related MARVEL publication:
- M. Graužinytė, D. Tomerini, S. Goedecker, J. A. Flores-Livas, A Divalent Path to Enhance p-Type Conductivity in a SnO Transparent Semiconductor, The Journal of Physical Chemistry C 123, 14909–14913 (2019).
  Group(s): Goedecker / Project(s): DD1
10.24435/materialscloud:2020.0008/v1 — Rare-earth magnetic nitride perovskites, by J. A. Flores-Livas, R. Sarmiento-Pérez, S. Botti, S. Goedecker, M. A. L. Marques
Related MARVEL publication:
- J. A. Flores-Livas, R. Sarmiento-Pérez, S. Botti, S. Goedecker, M. A. L. Marques, Rare-earth magnetic nitride perovskites, JPhys Materials 2, 025003 (2019). [Open Access URL]
  Group(s): Goedecker / Project(s): DD1
10.24435/materialscloud:2020.0007/v1 — Metal-organic frameworks as kinetic modulators for branched selectivity in hydroformylation, by G. Bauer, D. Ongari, D. Tiana, P. Gäumann, T. Rohrbach, G. Pareras, M. Tarik, B. Smit, M. Ranocchiari
Related MARVEL publication:
- G. Bauer, D. Ongari, D. Tiana, P. Gäumann, T. Rohrbach, G. Pareras, M. Tarik, B. Smit, M. Ranocchiari, Metal-organic frameworks as kinetic modulators for branched selectivity in hydroformylation, Nature Communications 11, 1059 (2020). [Open Access URL]
  Group(s): Ranocchiari, Smit / Project(s): DD4
10.24435/materialscloud:2020.0005/v1 — Temperature Dependence of Homogeneous Nucleation in Ice, by H. Niu, Y. I. Yang, M. Parrinello
Related MARVEL publication:
- H. Niu, Y. I. Yang, M. Parrinello, Temperature Dependence of Homogeneous Nucleation in Ice, Physical Review Letters 122, 245501 (2019). [Open Access URL]
  Group(s): Parrinello / Project(s): DD1
10.24435/materialscloud:2020.0004/v1 — Koopmans-Compliant Functionals and Potentials and Their Application to the GW100 Test Set, by N. Colonna, N. L. Nguyen, A. Ferretti, N. Marzari
Related MARVEL publication:
- N. Colonna, N. L. Nguyen, A. Ferretti, N. Marzari, Koopmans-Compliant Functionals and Potentials and Their Application to the GW100 Test Set, Journal of Chemical Theory and Computation 15, 1905–1914 (2019). [Open Access URL]
  Group(s): Marzari / Project(s): HP3
10.5281/zenodo.3909400 — Chemiscope: interactive structure-property explorer for materials and molecules, by G. Fraux, R. K. Cersonski, M. Ceriotti
Related MARVEL publication:
- G. Fraux, R. Cersonsky, M. Ceriotti, Chemiscope: interactive structure-property explorer for materials and molecules, Journal of Open Source Software 5, 2117 (2020). [Open Access URL]
  Group(s): Ceriotti / Project(s): DD1
10.5281/zenodo.817332 — Qmlcode/Qml: Release V0.3.1, by A. S. Christensen, F. A. Faber, B. Huang, L. A. Bratholm, A. Tkatchenko, K. Müller, O. A. V. Lilienfeld
Related MARVEL publication:
- A. S. Christensen, L. A. Bratholm, F. A. Faber, O. A. von Lilienfeld, FCHL revisited: Faster and more accurate quantum machine learning, The Journal of Chemical Physics 152, 044107 (2020). [Open Access URL]
  Group(s): von Lilienfeld / Project(s): INC2
10.5281/zenodo.3911072 — binghuang2018/aqml-data: First release of aqml-data!, by Binghuang2018
Related MARVEL publication:
- B. Huang, O. A. von Lilienfeld, Quantum machine learning using atom-in-molecule-based fragments selected on the fly, Nature Chemistry 12, 945+ (2020). [Open Access URL]
  Group(s): von Lilienfeld / Project(s): INC2
10.5281/zenodo.3923823 — H₂CO Dataset, by S. Käser, D. Koner, A. S. Christensen, O. A. von Lilienfeld, M. Meuwly
Related MARVEL publication:
- S. Käser, D. Koner, A. S. Christensen, O. A. von lilienfeld, M. Meuwly, Machine Learning Models of Vibrating H₂CO: Comparing Reproducing Kernels, FCHL and PhysNet, The Journal of Physical Chemistry A 124, 8853 (2020). [Open Access URL]
  Group(s): von Lilienfeld / Project(s): INC2
10.5281/zenodo.3952671 — chemspacelab/Enhanced-Hammett: Enhanced_Hammett, by MarcoBrag
Related MARVEL publication:
- M. Bragato, G. F. von Rudorff, O. A. von Lilienfeld, Data enhanced Hammett-equation: reaction barriers in chemical space, Chemical Science 11, 11859–11868 (2020). [Open Access URL]
  Group(s): von Lilienfeld / Project(s): INC2
10.17632/482jm5cv77.1 — DCA++: A software framework to solve correlated electron problems with modern quantum cluster methods, by U. R. Hähner
Related MARVEL publication:
- U. R. Hähner, G. Alvarez, T. A. Maier, R. Solcà, P. Staar, M. S. Summers, T. C. Schulthess, DCA++: A software framework to solve correlated electron problems with modern quantum cluster methods, Computer Physics Communications 246, 106709 (2020). [Open Access URL]
  Group(s): Schulthess / Project(s): HPC, PP6
10.5517/ccdc.csd.cc20v164 — CCDC 1872065: Experimental Crystal Structure Determination, by M. Asgari, R. Semino, P. Schouwink, I. Kochetygov, O. Trukhina, J. Tarver, S. Bulut, S. Yang, C. Brown, M. Ceriotti, W. L. Queen
Related MARVEL publication:
- M. Asgari, R. Semino, P. A. Schouwink, I. Kochetygov, J. Tarver, O. Trukhina, R. Krishna, C. M. Brown, M. Ceriotti, W. L. Queen, Understanding How Ligand Functionalization Influences CO₂ and N₂ Adsorption in a Sodalite Metal-Organic Framework, Chemistry of Materials 32, 1526 (2020).
  Group(s): Ceriotti, Queen / Project(s): DD1, PP7
10.5517/ccdc.csd.cc20v186 — CCDC 1872067: Experimental Crystal Structure Determination, by M. Asgari, R. Semino, P. Schouwink, I. Kochetygov, O. Trukhina, J. Tarver, S. Bulut, S. Yang, C. Brown, M. Ceriotti, W. L. Queen
Related MARVEL publication:
- M. Asgari, R. Semino, P. A. Schouwink, I. Kochetygov, J. Tarver, O. Trukhina, R. Krishna, C. M. Brown, M. Ceriotti, W. L. Queen, Understanding How Ligand Functionalization Influences CO₂ and N₂ Adsorption in a Sodalite Metal-Organic Framework, Chemistry of Materials 32, 1526 (2020).
  Group(s): Ceriotti, Queen / Project(s): DD1, PP7
10.5517/ccdc.csd.cc21kg25 — CCDC 1893606: Experimental Crystal Structure Determination, by M. Asgari, R. Semino, P. A. Schouwink, I. Kochetygov, J. Tarver, O. Trukhina, R. Krishna, C. M. Brown, M. Ceriotti, W. L. Queen
Related MARVEL publication:
- M. Asgari, R. Semino, P. A. Schouwink, I. Kochetygov, J. Tarver, O. Trukhina, R. Krishna, C. M. Brown, M. Ceriotti, W. L. Queen, Understanding How Ligand Functionalization Influences CO₂ and N₂ Adsorption in a Sodalite Metal-Organic Framework, Chemistry of Materials 32, 1526 (2020).
  Group(s): Ceriotti, Queen / Project(s): DD1, PP7
10.5517/ccdc.csd.cc21kg47 — CCDC 1893608: Experimental Crystal Structure Determination, by M. Asgari, R. Semino, P. A. Schouwink, I. Kochetygov, J. Tarver, O. Trukhina, R. Krishna, C. M. Brown, M. Ceriotti, W. L. Queen
Related MARVEL publication:
- M. Asgari, R. Semino, P. A. Schouwink, I. Kochetygov, J. Tarver, O. Trukhina, R. Krishna, C. M. Brown, M. Ceriotti, W. L. Queen, Understanding How Ligand Functionalization Influences CO₂ and N₂ Adsorption in a Sodalite Metal-Organic Framework, Chemistry of Materials 32, 1526 (2020).
  Group(s): Ceriotti, Queen / Project(s): DD1, PP7
10.5517/ccdc.csd.cc21kg58 — CCDC 1893609: Experimental Crystal Structure Determination, by M. Asgari, R. Semino, P. A. Schouwink, I. Kochetygov, J. Tarver, O. Trukhina, R. Krishna, C. M. Brown, M. Ceriotti, W. L. Queen
Related MARVEL publication:
- M. Asgari, R. Semino, P. A. Schouwink, I. Kochetygov, J. Tarver, O. Trukhina, R. Krishna, C. M. Brown, M. Ceriotti, W. L. Queen, Understanding How Ligand Functionalization Influences CO₂ and N₂ Adsorption in a Sodalite Metal-Organic Framework, Chemistry of Materials 32, 1526 (2020).
  Group(s): Ceriotti, Queen / Project(s): DD1, PP7
10.5517/ccdc.csd.cc21kg69 — CCDC 1893610: Experimental Crystal Structure Determination, by M. Asgari, R. Semino, P. A. Schouwink, I. Kochetygov, J. Tarver, O. Trukhina, R. Krishna, C. M. Brown, M. Ceriotti, W. L. Queen
Related MARVEL publication:
- M. Asgari, R. Semino, P. A. Schouwink, I. Kochetygov, J. Tarver, O. Trukhina, R. Krishna, C. M. Brown, M. Ceriotti, W. L. Queen, Understanding How Ligand Functionalization Influences CO₂ and N₂ Adsorption in a Sodalite Metal-Organic Framework, Chemistry of Materials 32, 1526 (2020).
  Group(s): Ceriotti, Queen / Project(s): DD1, PP7
10.5517/ccdc.csd.cc21ls9r — CCDC 1894884: Experimental Crystal Structure Determination, by M. Asgari, R. Semino, P. A. Schouwink, I. Kochetygov, J. Tarver, O. Trukhina, R. Krishna, C. M. Brown, M. Ceriotti, W. L. Queen
Related MARVEL publication:
- M. Asgari, R. Semino, P. A. Schouwink, I. Kochetygov, J. Tarver, O. Trukhina, R. Krishna, C. M. Brown, M. Ceriotti, W. L. Queen, Understanding How Ligand Functionalization Influences CO₂ and N₂ Adsorption in a Sodalite Metal-Organic Framework, Chemistry of Materials 32, 1526 (2020).
  Group(s): Ceriotti, Queen / Project(s): DD1, PP7
github.com/BarakHirshberg/PIMD_for_fermions_data — PIMD for fermions data, by B. Hirshberg
Related MARVEL publication:
- B. Hirshberg, M. Invernizzi, and M. Parrinello, Path integral molecular dynamics for fermions: alleviating the sign problem with the Bogoliubov inequality, Chemical Physics 152, 171102 (2020). [Open Access URL]
  Group(s): Parrinello / Project(s): DD1
github.com/rmnfournier/ACANN — ACANN, by R. Fournier
Related MARVEL publication:
- R. Fournier, L. Wang, O. V. Yazyev, Q. Wu, Artificial Neural Network Approach to the Analytic Continuation Problem, Physical Review Letters 124, 056401 (2020). [Open Access URL]
  Group(s): Yazyev / Project(s): DD6
github.com/aiidalab/aiidalab-home — AiiDAlab - Home, by the AiiDAlab team
Related MARVEL publication:
- A. V. Yakutovich, O. S. Kristjan Eimre, L. Talirz, C. S. Adorf, C. W. Andersen, E. Ditler, D. Du, D. Passerone, B. Smit, N. Marzari, G. Pizzi, C. A. Pignedoli, AiiDAlab – an ecosystem for developing, executing, and sharing scientific workflows, Computational Materials Science 188, 110165 (2021). [Open Access URL]
  Group(s): Marzari, Passerone, Pizzi, Smit / Project(s): DD4, OSP
10.26037/yareta:5g6gnblfnbfc7fndlp4ijntxdy — Experimental Raman spectra of RNiO₃ (R=Y, er, Ho, Dy, Sm, Nd) at different temperatures, by I. Ardizzone, J. Teyssier, I. Crassee, A. Kuzmenko, D. Mazzone, D. Gawryluk, M. Medarde, D. van der Marel, J. Extermann
Related MARVEL publication:
- I. Ardizzone, J. Teyssier, I. Crassee, A. B. Kuzmenko, D. G. Mazzone, D. J. Gawryluk, M. Medarde, D. van der Marel, Raman spectroscopic evidence for multiferroicity in rare earth nickelate single crystals, Physical Review Research 3, 033007 (2021). [Open Access URL]
  Group(s): Medarde / Project(s): DD5
10.26037/yareta:jif2uzxdfrgctma6b4rknipqoe — Optical properties of LaNiO3 films tuned from compressive to tensile strain, by I. Ardizzone, M. Zingl, J. Teyssier, H. U. R. Strand, O. Peil, J. Fowlie, A. B. Georgescu, S. Catalano, N. Bachar, A. B. Kuzmenko, M. Gibert, J. Triscone, A. Georges, D. van der Marel
Related MARVEL publication:
- I. Ardizzone, M. Zingl, J. Teyssier, H. U. R. Strand, O. Peil, J. Fowlie, A. B. Georgescu, S. Catalano, N. Bachar, A. B. Kuzmenko, M. Gibert, J. Triscone, A. Georges, D. van der Marel, Optical properties of LaNiO₃ films tuned from compressive to tensile strain, Physical Review B 102, 155148 (2020). [Open Access URL]
  Group(s): Georges / Project(s): VP1
10.26037/yareta:chffdhwxozb6lkw72h54giokwa — Dual-topology semimetal Pt₂HgSe₃, by A. Tamai
and F. Baumberger
Related MARVEL publication:
- I. Cucchi, A. Marrazzo, E. Cappelli, S. Riccò, F. Y. Bruno, S. Lisi, M. Hoesch, T. K. Kim, C. Cacho, C. Besnard, E. Giannini, N. Marzari, M. Gibertini, F. Baumberger, A. Tamai, Bulk and surface electronic structure of the dual-topology semimetal Pt₂HgSe₃, Physical Review Letters 124, 106402 (2020). [Open Access URL]
  Group(s): Marzari / Project(s): DD3
10.24435/materialscloud:2019.0091/v1 — Observation of Weyl Nodes in Robust Type-II Weyl Semimetal WP₂, by M. Yao, N. Xu, Q. Wu, O. Yazyev, M. Shi
Related MARVEL publication:
- M. Yao, N. Xu, Q. S. Wu, G. Autès, N. Kumar, V. N. Strocov, N. C. Plumb, M. Radovic, O. V. Yazyev, C. Felser, J. Mesot, M. Shi, Observation of Weyl Nodes in Robust Type-II Weyl Semimetal WP₂, Physical Review Letters 122, 176402 (2019). [Open Access URL]
  Group(s): Shi, Yazyev / Project(s): DD6
10.24435/materialscloud:2019.0090/v1 — Incorporating long-range physics in atomic-scale machine learning, by A. Grisafi, M. Ceriotti
Related MARVEL publication:
- A. Grisafi, M. Ceriotti, Incorporating long-range physics in atomic-scale machine learning, The Journal of Chemical Physics 151, 204105 (2019). [Open Access URL]
  Group(s): Ceriotti / Project(s): DD1
10.24435/materialscloud:2019.0089/v1 — Stress-dependence of generalized stacking fault energies: a DFT study, by B. Yin, P. Andric, W. A. Curtin
Related MARVEL publication:
- P. Andric, B. Yin, W. A. Curtin, Stress-dependence of generalized stacking fault energies, Journal of the Mechanics and Physics of Solids 122, 262–279 (2019). [Open Access URL]
  Group(s): Curtin / Project(s): DD2
10.24435/materialscloud:2019.0087/v1 — Calculation of phase diagrams in the multithermal-multibaric ensemble, by P. M. Piaggi, M. Parrinello
Related MARVEL publication:
- P. M. Piaggi, M. Parrinello, Calculation of phase diagrams in the multithermal-multibaric ensemble, The Journal of Chemical Physics 150, 244119 (2019). [Open Access URL]
  Group(s): Parrinello / Project(s): DD1
10.24435/materialscloud:2019.0084/v2 — Distortion mode anomalies in bulk PrNiO₃: Illustrating the potential of symmetry-adapted distortion mode analysis for the study of phase transitions, by D. J. Gawryluk, Y. M. Klein, T. Shang, D. Sheptyakov, L. Keller, N. Casati, P. Lacorre, M. T. Fernandez-Diaz, J. Rodriguez-Carvajal, M. Medarde
Related MARVEL publication:
- D. J. Gawryluk, Y. M. Klein, T. Shang, D. Scheptyakov, L. Keller, N. Casati, P. Lacorre, M. T. Fernández-Díaz, J. Rodríguez-Carvajal, M. Medarde, Distortion mode anomalies in bulk PrNiO₃: Illustrating the potential of symmetry-adapted distortion mode analysis for the study of phase transitions, Physical Review B 100, 205137 (2019). [Open Access URL]
  Group(s): Medarde / Project(s): DD5
10.24435/materialscloud:2019.0083/v1 — Geometric landscapes for material discovery within energy-structure-function maps, by S. M. Moosavi, H. Xu, L. Chen, A. I. Cooper, B. Smit
Related MARVEL publication:
- S. M. Moosavi, H. L. Xu, L. J. Chen, A. I. Cooper, B. Smit, Geometric landscapes for material discovery within energy-structure-function maps, Chemical Science 11, 5423–5433 (2020). [Open Access URL]
  Group(s): Smit / Project(s): DD4
10.24435/materialscloud:2019.0081/v1 — Relative Abundance of Z₂ Topological Order in Exfoliable Two-Dimensional Insulators, by A. Marrazzo, M. Gibertini, D. Campi, N. Mounet, N. Marzari
Related MARVEL publication:
- A. Marrazzo, M. Gibertini, D. Campi, N. Mounet, N. Marzari, Relative Abundance of ℤ₂ Topological Order in Exfoliable Two-Dimensional Insulators, Nano Letters 19, 8431–8440 (2019). [Open Access URL]
  Group(s): Marzari / Project(s): DD3
10.24435/materialscloud:2019.0080/v1 — Spin fluctuation induced Weyl semimetal state in the paramagnetic phase of EuCd₂As₂, by J. Ma, S. Nie, C. Yi, J. Jandke, T. Shang, M. Yao, M. Naamneh, L. Yan, Y. Sun, A. Chikina, V. Strocov, M. Medarde, M. Song, Y. Xiong, G. Xu, W. Wulfhekel, J. Mesot, M. Reticcioli, C. Franchini, C. Mudry, M. Müller, Y. Shi, T. Qian, H. Ding, M. Shi
Related MARVEL publication:
- J. Ma, S. M. Nie, C. J. Yi, J. Jandke, T. Shang, M. Y. Yao, M. Naamneh, L. Q. Yan, Y. Sun, A. Chikina, V. N. Strocov, M. Medarde, M. Song, Y. Xiong, G. Xu, W. Wulfhekel, J. Mesot, M. Reticcioli, C. Franchini, C. Mudry, M. Müller, Y. G. Shi, T. Qian, H. Ding, M. Shi, Spin fluctuation induced Weyl semimetal state in the paramagnetic phase of EuCd₂As₂, Science Advances 5, eaaw4718 (2019). [Open Access URL]
  Group(s): Medarde, Shi / Project(s): DD6
10.24435/materialscloud:2019.0079/v1 — A New Kind of Atlas of Zeolite Building Blocks, by B. A. Helfrecht, R. Semino, G. Pireddu, S. M. Auerbach, M. Ceriotti
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- B. A. Helfrecht, R. Semino, G. Pireddu, S. M. Auerbach, M. Ceriotti, A new kind of atlas of zeolite building blocks, The Journal of Chemical Physics 151, 154112 (2019). [Open Access URL]
  Group(s): Ceriotti / Project(s): DD1
10.24435/materialscloud:2019.0078/v1 — Graphene Nanoribbons Derived From Zigzag Edge-Encased Poly(para-2,9-dibenzo[bc,kl]coronenylene) Polymer Chains, by D. Beyer, S. Wang, C. A. Pignedoli, J. Melidonie, B. Yuan, C. Li, J. Wilhelm, P. Ruffieux, R. Berger, K. Müllen, R. Fasel, X. Feng
Related MARVEL publication:
- D. Beyer, S. Wang, C. A. Pignedoli, J. Melidonie, B. Yuan, C. Li, J. Wilhelm, P. Ruffieux, R. Berger, K. Müllen, R. Fasel, X. Feng, Graphene Nanoribbons Derived from Zigzag Edge-Encased Poly(para-2,9-dibenzo[bc,kl]coronenylene) Polymer Chains, Journal of the American Chemical Society 141, 2843–2846 (2019).
  Group(s): Fasel, Hutter, Passerone / Project(s): DD3
10.24435/materialscloud:2019.0077/v1 — High-throughput computational screening for solid-state Li-ion conductors, by L. Kahle, A. Marcolongo, N. Marzari
Related MARVEL publication:
- L. Kahle, A. Marcolongo, N. Marzari, High-throughput computational screening for solid-state Li-ion conductors, Energy & Environmental Science 13, 928–948 (2020). [Open Access URL]
  Group(s): Laino, Marzari / Project(s): INC1
10.24435/materialscloud:2019.0076/v1 — Transferable Machine-Learning Model of the Electron Density, by A. Grisafi, A. Fabrizio, B. Meyer, D. Wilkins, C. Corminboeuf, M. Ceriotti
Related MARVEL publication:
- A. Grisafi, A. Fabrizio, B. Meyer, D. M. Wilkins, C. Corminboeuf, M. Ceriotti, Transferable Machine-Learning Model of the Electron Density, ACS Central Science 5, 57–64 (2019). [Open Access URL]
  Group(s): Ceriotti, Corminboeuf / Project(s): DD1
10.24435/materialscloud:2019.0075/v2 — Valley-Engineering Mobilities in Two-Dimensional Materials, by T. Sohier, M. Gibertini, D. Campi, G. Pizzi, N. Marzari
Related MARVEL publication:
- T. Sohier, M. Gibertini, D. Campi, G. Pizzi, N. Marzari, Valley-Engineering Mobilities in Two-Dimensional Materials, Nano Letters 19, 3723–3729 (2019). [Open Access URL]
  Group(s): Marzari, Pizzi / Project(s): DD3
10.24435/materialscloud:2019.0074/v1 — Highly anisotropic interlayer magnetoresitance in ZrSiS nodal-line Dirac semimetal, by S. Zhang, Q. Wu, O. V. Yazyev
Related MARVEL publication:
- M. Novak, S. N. Zhang, F. Orbanić, N. Biliškov, G. Eguchi, S. Paschen, A. Kimura, X. X. Wang, T. Osada, K. Uchida, M. Sato, Q. S. Wu, O. V. Yazyev, I. Kokanović, Highly anisotropic interlayer magnetoresitance in ZrSiS nodal-line Dirac semimetal, Physical Review B 100, 085137 (2019). [Open Access URL]
  Group(s): Yazyev / Project(s): DD6
10.24435/materialscloud:2019.0073/v1 — Magnetoresistance from Fermi surface topology, by S. Zhang, Q. Wu, Y. Liu, O. V. Yazyev
Related MARVEL publication:
- S. Zhang, Q. Wu, Y. Liu, O. V. Yazyev, Magnetoresistance from Fermi Surface Topology, Physical Review B 99, 035142 (2019). [Open Access URL]
  Group(s): Yazyev / Project(s): DD6
10.24435/materialscloud:2019.0072/v1 — Open-shell Non-benzenoid Nanographenes Containing Two Pairs of Pentagonal and Heptagonal Rings, by J. Liu, S. Mishra, C. A. Pignedoli, D. Passerone, J. I. Urgel, A. Fabrizio, T. G. Lohr, J. Ma, H. Komber, M. Baumgarten, C. Corminboeuf, R. Berger, P. Ruffieux, K. Müllen, R. Fasel, X. Feng
Related MARVEL publication:
- J. Liu, S. Mishra, C. A. Pignedoli, D. Passerone, J. I. Urgel, A. Fabrizio, T. G. Lohr, J. Ma, H. Komber, M. Baumgarten, C. Corminboeuf, R. Berger, P. Ruffieux, K. Müllen, R. Fasel, X. Feng, Open-Shell Nonbenzenoid Nanographenes Containing Two Pairs of Pentagonal and Heptagonal Rings, Journal of the American Chemical Society 141, 12011–12020 (2019).
  Group(s): Corminboeuf, Fasel, Passerone / Project(s): DD3
10.24435/materialscloud:2019.0071/v1 — Electron density learning of non-covalent systems, by A. Fabrizio, A. Grisafi, B. Meyer, M. Ceriotti, C. Corminboeuf
Related MARVEL publication:
- A. Fabrizio, A. Grisafi, B. Meyer, M. Ceriotti, C. Corminboeuf, Electron density learning of non-covalent systems, Chemical Science 10, 9424–9432 (2019). [Open Access URL]
  Group(s): Ceriotti, Corminboeuf / Project(s): DD1
10.24435/materialscloud:2019.0070/v1 — Comparison of computational methods for the electrochemical stability window of solid-state electrolyte materials, by T. Binninger, A. Marcolongo, M. Mottet, V. Weber, T. Laino
Related MARVEL publication:
- T. Binninger, A. Marcolongo, M. Mottet, V. Weber, T. Laino, Comparison of computational methods for the electrochemical stability window of solid-state electrolyte materials, Journal of Materials Chemistry A 8, 1347 (2020). [Open Access URL]
  Group(s): Laino, Marzari / Project(s): INC1
10.24435/materialscloud:2019.0069/v1 — Band gap of atomically precise graphene nanoribbons as a function of ribbon length and termination, by L. Talirz, H. Söde, S. Kawai, P. Ruffieux, E. Meyer, X. Feng, K. Müllen, R. Fasel, C. A. Pignedoli, D. Passerone
Related MARVEL publication:
- L. Talirz, H. Söde, S. Kawai, P. Ruffieux, E. Meyer, X. Feng, K. Müllen, R. Fasel, C. A. Pignedoli, D. Passerone, Band Gap of Atomically Precise Graphene Nanoribbons as a Function of Ribbon Length and Termination, ChemPhysChem 20, 2348–2353 (2019). [Open Access URL]
  Group(s): Fasel, Passerone / Project(s): DD3
10.24435/materialscloud:2019.0068/v1 — The solid-state Li-ion conductor Li₇TaO₆: A combined computational and experimental study, by L. Kahle, X. Cheng, T. Binninger, S. D. Lacey, A. Marcolongo, F. Zipoli, E. Gilardi, C. Villevieille, M. El Kazzi, N. Marzari, D. Pergolesi
Related MARVEL publication:
- L. Kahle, X. Cheng, T. Binninger, S. D. Lacey, A. Marcolongo, F. Zipoli, E. Gilardi, C. Villevieille, M. E. Kazzi, N. Marzari, D. Pergolesi, The solid-state Li-ion conductor Li₇TaO₆: A combined computational and experimental study, Solid State Ionics 347, 115226 (2020). [Open Access URL]
  Group(s): Laino, Marzari, Pergolesi, Villevieille / Project(s): INC1
10.24435/materialscloud:2019.0067/v1 — Simulating diffusion properties of solid-state electrolytes via a neural network potential: Performance and training scheme, by A. Marcolongo, T. Binninger, F. Zipoli, T. Laino
Related MARVEL publication:
- A. Marcolongo, T. Binninger, F. Zipoli, T. Laino, Simulating diffusion properties of solid-state electrolytes via a neural network potential: Performance and training scheme, ChemSystemsChem 2, e1900031 (2020). [Open Access URL]
  Group(s): Laino / Project(s): INC1
10.24435/materialscloud:2019.0066/v1 — DFT+DMFT study of oxygen vacancies in a Mott insulator, by J. Souto-Casares, N. A. Spaldin, C. Ederer
Related MARVEL publication:
- J. Souto-Casares, N. A. Spaldin, C. Ederer, DFT+DMFT study of oxygen vacancies in a Mott insulator, Physical Review B 100, 085146 (2019). [Open Access URL]
  Group(s): Ederer, Spaldin / Project(s): DD5
10.24435/materialscloud:2019.0065/v1 — Neural networks-based variationally enhanced sampling, by L. Bonati, Y. Zhang, M. Parrinello
Related MARVEL publication:
- L. Bonati, Y. Zhang, M. Parrinello, Neural networks-based variationally enhanced sampling, Proceedings of the National Academy of Science of the USA 116, 17641–17647 (2019). [Open Access URL]
  Group(s): Parrinello / Project(s): DD1
10.24435/materialscloud:2019.0064/v1 — On-Surface Synthesis of a Non-Planar Porous Nanographene, by K. Xu, J. I. Urgel, K. Eimre, M. Di Giovannantonio, A. Keerthi, H. Komber, S. Wang, A. Narita, R. Berger, P. Ruffieux, C. A. Pignedoli, J. Liu, K. Müllen, R. Fasel, X. Feng
Related MARVEL publication:
- K. Xu, J. I. Urgel, K. Eimre, M. D. Giovannantonio, A. Keerthi, H. Komber, S. Wang, A. Narita, R. Berger, P. Ruffieux, C. A. Pignedoli, J. Liu, K. Müllen, R. Fasel, X. Feng, On-Surface Synthesis of a Nonplanar Porous Nanographene, Journal of the American Chemical Society 141, 7726–7730 (2019). [Open Access URL]
  Group(s): Fasel, Passerone / Project(s): DD3
10.24435/materialscloud:2019.0063/v2 — Rethinking Metadynamics, by M. Invernizzi, M. Parrinello
Related MARVEL publication:
- M. Invernizzi, M. Parrinello, Rethinking Metadynamics: from Bias Potentials to Probability Distributions, The Journal of Physical Chemistry Letters 11, 2731 (2020). [Open Access URL]
  Group(s): Parrinello / Project(s): DD1
10.24435/materialscloud:2019.0062/v1 — Synthesis and Characterization of π-Extended Triangulene, by S. Mishra, D. Beyer, K. Eimre, J. Liu, R. Berger, O. Gröning, C. A. Pignedoli, K. Müllen, R. Fasel, X. Feng, P. Ruffieux
Related MARVEL publication:
- S. Mishra, D. Beyer, K. Eimre, J. Liu, R. Berger, O. Gröning, C. A. Pignedoli, K. Müllen, R. Fasel, X. Feng, P. Ruffieux, Synthesis and Characterization of π-Extended Triangulene, Journal of the American Chemical Society 141, 10621–10625 (2019).
  Group(s): Fasel, Passerone / Project(s): DD3
10.24435/materialscloud:2019.0061/v1 — Mechanism and control parameters of the coupled structural and metal-insulator transition in nickelates, by O. E. Peil, A. Hampel, C. Ederer, A. Georges
Related MARVEL publication:
- O. E. Peil, A. Hampel, C. Ederer, A. Georges, Mechanism and control parameters of the coupled structural and metal-insulator transition in nickelates, Physical Review B 99, 245127 (2019). [Open Access URL]
  Group(s): Ederer, Georges / Project(s): VP1, DD5
10.24435/materialscloud:2019.0060/v1 — Electron transport through metal/MoS₂ interfaces: edge- or area-dependent process?, by M. Luisier, A. Szabo, A. Jain, M. Parzefall, L. Novotny
Related MARVEL publication:
- Á. Szabó, A. Jain, M. Parzefall, L. Novotny, M. Luisier, Electron Transport through Metal/MoS₂ Interfaces: Edge- or Area-Dependent Process?, Nano Letters 19, 3641–3647 (2019). [Open Access URL]
  Group(s): Luisier / Project(s): DD3
10.24435/materialscloud:2019.0059/v1 — Charge transfer in LaVO₃/LaTiO₃ multilayers: Strain-controlled dimensionality of interface metallicity between two Mott insulators, by S. Beck, C. Ederer
Related MARVEL publication:
- S. Beck, C. Ederer, Charge transfer in LaVO₃/LaTiO₃ multilayers: Strain-controlled dimensionality of interface metallicity between two Mott insulators, Physical Review Materials 3, 095001 (2019). [Open Access URL]
  Group(s): Ederer / Project(s): DD5
10.24435/materialscloud:2019.0057/v1 — The reaction mechanism of the azide–alkyne Huisgen cycloaddition, by M. Danese, M. Bon, G. Piccini, D. Passerone
Related MARVEL publication:
- M. Danese, M. Bon, G. Piccini, D. Passerone, The reaction mechanism of the azide-alkyne Huisgen cycloaddition, Physical Chemistry Chemical Physics 21, 19281–19287 (2019). [Open Access URL]
  Group(s): Passerone / Project(s): DD3
10.24435/materialscloud:2019.0056/v1 — Overcoming steric hindrance in aryl-aryl homocoupling via on-surface copolymerization, by J. I. Urgel, M. Di Giovannantonio, G. Gandus, Q. Chen, X. Liu, H. Hayashi, P. Ruffieux, S. Decurtins, A. Narita, D. Passerone, H. Yamada, S. Liu, K. Müllen, C. A. Pignedoli, R. Fasel
Related MARVEL publication:
- J. I. Urgel, M. D. Giovannantonio, G. Gandus, Q. Chen, X. Liu, H. Hayashi, P. Ruffieux, S. Decurtins, A. Narita, D. Passerone, H. Yamada, S. Liu, K. Müllen, C. A. Pignedoli, R. Fasel, Overcoming Steric Hindrance in Aryl-Aryl Homocoupling via On-Surface Copolymerization, ChemPhysChem 20, 2360–2366 (2019).
  Group(s): Fasel, Passerone / Project(s): DD3
10.24435/materialscloud:2019.0054/v1 — Self-consistent site-dependent DFT+U study of stoichiometric and defective SrMnO₃, by U. Aschauer, C. Ricca, I. Timrov, M. Cococcioni, N. Marzari
Related MARVEL publication:
- C. Ricca, I. Timrov, M. Cococcioni, N. Marzari, U. Aschauer, Self-consistent site-dependent DFT+U study of stoichiometric and defective SrMnO₃, Physical Review B 99, 094102 (2019). [Open Access URL]
  Group(s): Aschauer, Marzari / Project(s): DD5, DD3
10.24435/materialscloud:2019.0053/v1 — On-surface synthesis of antiaromatic and open-shell indeno[2,1-b]fluorene polymers and their lateral fusion into porous ribbons, by M. Di Giovannantonio, K. Eimre, A. V. Yakutovich, Q. Chen, S. Mishra, J. I. Urgel, C. A. Pignedoli, P. Ruffieux, K. Müllen, A. Narita, R. Fasel
Related MARVEL publication:
- M. D. Giovannantonio, K. Eimre, A. V. Yakutovich, Q. Chen, S. Mishra, J. I. Urgel, C. A. Pignedoli, P. Ruffieux, K. Müllen, A. Narita, R. Fasel, On-Surface Synthesis of Antiaromatic and Open-Shell Indeno[2,1-b]fluorene Polymers and Their Lateral Fusion into Porous Ribbons, Journal of the American Chemical Society 141, 12346–12354 (2019). [Open Access URL]
  Group(s): Fasel, Passerone / Project(s): DD3
10.24435/materialscloud:2019.0051/v1 — Dopant discovery in cuprous iodide, by M. Grauzinyte, S. Goedecker, S. Botti, M. Marques, J. Flores-Livas
Related MARVEL publication:
- M. Graužinytė, S. Botti, M. A. L. Marques, S. Goedecker, J. A. Flores-Livas, Computational acceleration of prospective dopant discovery in cuprous iodide, Physical Chemistry Chemical Physics 21, 18839–18849 (2019). [Open Access URL]
  Group(s): Goedecker / Project(s): DD1
10.24435/materialscloud:2019.0046/v1 — Can metal–organic frameworks be used for cannabis breathalyzers?, by D. Ongari, Y. M. Liu, B. Smit
Related MARVEL publication:
- D. Ongari, Y. M. Liu, B. Smit, Can Metal-Organic Frameworks Be Used for Cannabis Breathalyzers?, ACS Applied Materials & Interfaces 11, 34777–34786 (2019). [Open Access URL]
  Group(s): Smit / Project(s): DD4
10.24435/materialscloud:2019.0045/v1 — Negatively-curved warped nanographene self-assembled on metal surfaces, by J. I. Urgel, C. A. Pignedoli, R. Fasel
Related MARVEL publication:
- J. I. Urgel, M. D. Giovannantonio, Y. Segawa, P. Ruffieux, L. T. Scott, C. A. Pignedoli, K. Itami, R. Fasel, Negatively Curved Warped Nanographene Self-Assembled on Metal Surfaces, Journal of the American Chemical Society 141, 13158–13164 (2019).
  Group(s): Fasel, Passerone / Project(s): DD3
10.24435/materialscloud:2019.0040/v1 — Supplementary Data for “Non-Abelian band topology in noninteracting metals”, by Q. Wu, A. A. Soluyanov, T. Bzdušek
Related MARVEL publication:
- Q. Wu, A. A. Soluyanov, T. Bzdušek, Non-Abelian band topology in noninteracting metals, Science 365, 1273–1277 (2019). [Open Access URL]
  Group(s): Soluyanov, Yazyev / Project(s): DD6
10.24435/materialscloud:2019.0038/v2 — Effect of the Solvent on the Oxygen Evolution Reaction at the TiO₂-Water Interface, by P. Gono, F. Amborsio, A. Pasquarello
Related MARVEL publication:
- P. Gono, F. Ambrosio, A. Pasquarello, Effect of the Solvent on the Oxygen Evolution Reaction at the TiO₂–Water Interface, The Journal of Physical Chemistry C 123, 18467–18474 (2019). [Open Access URL]
  Group(s): Pasquarello / Project(s): DD3
10.24435/materialscloud:2019.0037/v1 — On-surface light-induced generation of higher acenes and elucidation of their open-shell character, by J. I. Urgel, C. A. Pignedoli, R. Fasel
Related MARVEL publication:
- J. I. Urgel, S. Mishra, H. Hayashi, J. Wilhelm, C. A. Pignedoli, M. D. Giovannantonio, R. Widmer, M. Yamashita, N. Hieda, P. Ruffieux, H. Yamada, R. Fasel, On-surface light-induced generation of higher acenes and elucidation of their open-shell character, Nature Communications 10, 861 (2019). [Open Access URL]
  Group(s): Fasel, Hutter, Passerone / Project(s): DD3
10.24435/materialscloud:2019.0035/v1 — Electron and Hole Polarons at the BiVO₄–Water Interface, by J. Wiktor, A. Pasquarello
Related MARVEL publication:
- J. Wiktor, A. Pasquarello, Electron and Hole Polarons at the BiVO₄-Water Interface, ACS Applied Materials & Interfaces 11, 18423–18426 (2019). [Open Access URL]
  Group(s): Pasquarello / Project(s): DD4
10.24435/materialscloud:2019.0034/v2 — Building a consistent and reproducible database for adsorption evaluation in Covalent-Organic Frameworks, by D. Ongari, A. V. Yakutovich, L. Talirz, B. Smit
Related MARVEL publication:
- D. Ongari, A. V. Yakutovich, L. Talirz, B. Smit, Building a Consistent and Reproducible Database for Adsorption Evaluation in Covalent-Organic Frameworks, ACS Central Science 5, 1663–1675 (2019). [Open Access URL]
  Group(s): Smit / Project(s): DD4
10.24435/materialscloud:2019.0033/v1 — Picture of Wet Electron: A Localized Transient State in Liquid Water, by M. Pizzochero, F. Ambrosio, A. Pasquarello
Related MARVEL publication:
- M. Pizzochero, F. Ambrosio, A. Pasquarello, Picture of the wet electron: a localized transient state in liquid water, Chemical Science 10, 7442–7448 (2019). [Open Access URL]
  Group(s): Pasquarello, Yazyev / Project(s): DD4
10.24435/materialscloud:2019.0031/v1 — Reaction pathway of oxygen evolution on Pt(1 1 1) revealed through constant Fermi level molecular dynamics, by A. Bouzid, P. Gono, A. Pasquarello
Related MARVEL publication:
- A. Bouzid, P. Gono, A. Pasquarello, Reaction pathway of oxygen evolution on Pt(111) revealed through constant Fermi level molecular dynamics, Journal of Catalysis 375, 135–139 (2019). [Open Access URL]
  Group(s): Pasquarello / Project(s): DD3, DD4
10.24435/materialscloud:2019.0029/v1 — MD trajectories of semiconductor-water interfaces and relaxed atomic structures of semiconductor surfaces, by Z. Guo, F. Ambrosio, W. Chen, P. Gono, A. Pasquarello
Related MARVEL publication:
- N. G. Hörmann, Z. Guo, F. Ambrosio, O. Andreussi, A. Pasquarello, N. Marzari, Absolute band alignment at semiconductor-water interfaces using explicit and implicit descriptions for liquid water, npj Computational Materials 5, 100 (2019). [Open Access URL]
  Group(s): Marzari, Pasquarello / Project(s): DD3, OSP
10.24435/materialscloud:2019.0027/v1 — Extrinsic Defects in Amorphous Oxides: Hydrogen, Carbon, and Nitrogen Impurities in Alumina, by Z. Guo, F. Ambrosio, A. Pasquarello
Related MARVEL publication:
- Z. Guo, F. Ambrosio, A. Pasquarello, Extrinsic Defects in Amorphous Oxides: Hydrogen, Carbon, and Nitrogen Impurities in Alumina, Physical Review Applied 11, 024040 (2019). [Open Access URL]
  Group(s): Pasquarello / Project(s): DD3, DD4
10.24435/materialscloud:2019.0023/v2 — Chemical Shifts in Molecular Solids by Machine Learning Datasets, by M. Ceriotti, L. Emsley, F. Paruzzo, A. Hofstetter, F. Musil, S. De, E. A. Engel, A. Anelli
Related MARVEL publications:
- E. A. Engel, A. Anelli, A. Hofstetter, F. Paruzzo, L. Emsley, M. Ceriotti, A Bayesian approach to NMR crystal structure determination, Physical Chemistry Chemical Physics 21, 23385–23400 (2019). [Open Access URL]
  Group(s): Ceriotti / Project(s): DD1
- F. M. Paruzzo, A. Hofstetter, F. Musil, S. De, M. Ceriotti, L. Emsley, Chemical shifts in molecular solids by machine learning, Nature Communications 9, 4501 (2018). [Open Access URL]
  Group(s): Ceriotti / Project(s): DD1
10.24435/materialscloud:2019.0022/v1 — Dynamics of the Bulk Hydrated Electron from Many‐Body Wave‐Function Theory, by V. Rybkin
Related MARVEL publication:
- J. Wilhelm, J. VandeVondele, V. V. Rybkin, Dynamics of the Bulk Hydrated Electron from Many-Body Wave-Function Theory, Angewandte Chemie International Edition 58, 3890–3893 (2019). [Open Access URL]
  Group(s): Hutter, VandeVondele / Project(s): HP3, HPC
10.24435/materialscloud:2019.0016/v3 — Multithermal-multibaric molecular simulations from a variational principle, by P. M. Piaggi, M. Parrinello
Related MARVEL publication:
- P. M. Piaggi, M. Parrinello, Multithermal-multibaric molecular simulations from a variational principle, Physical Review Letters 122, 050601 (2019). [Open Access URL]
  Group(s): Parrinello / Project(s): DD1
10.24435/materialscloud:2019.0012/v1 — Tailoring Bond Topologies in Open-Shell Graphene Nanostructures, by S. Mishra, C. A. Pignedoli, R. Fasel
Related MARVEL publication:
- S. Mishra, T. G. Lohr, C. A. Pignedoli, J. Liu, R. Berger, J. I. Urgel, K. Müllen, X. Feng, P. Ruffieux, R. Fasel, Tailoring Bond Topologies in Open-Shell Graphene Nanostructures, ACS Nano 12, 11917–11927 (2018). [Open Access URL]
  Group(s): Fasel, Passerone / Project(s): DD3
10.24435/materialscloud:2019.0011/v1 — TuTraST data for methane diffusion in IZA structures, by A. Mace, S. Barthel, B. Smit
Related MARVEL publication:
- A. Mace, S. Barthel, B. Smit, Automated Multiscale Approach To Predict Self-Diffusion from a Potential Energy Field, Journal of Chemical Theory and Computation 15, 2127–2141 (2019). [Open Access URL]
  Group(s): Smit / Project(s): DD4
10.24435/materialscloud:2019.0010/v1 — Enhanced sampling of transition states, by J. Debnath, M. Parrinello, M. Invernizzi
Related MARVEL publication:
- J. Debnath, M. Invernizzi, M. Parrinello, Enhanced sampling of transition states, Journal of Chemical Theory and Computation 15, 2454 (2019). [Open Access URL]
  Group(s): Parrinello / Project(s): DD1
10.24435/materialscloud:2019.0009/v1 — Energetics of the coupled electronic–structural transition in the rare-earth nickelates, by A. Hampel, C. Ederer, P. Liu, C. Franchini
Related MARVEL publication:
- A. Hampel, P. Liu, C. Franchini, C. Ederer, Energetics of the coupled electronic-structural transition in the rare-earth nickelates, npj Quantum Materials 4, 5 (2019). [Open Access URL]
  Group(s): Ederer / Project(s): DD5
10.24435/materialscloud:2019.0007/v3 — Mining the C-C Cross-Coupling Genome using Machine Learning, by B. Sawatlon, A. Fabrizio, B. Meyer, M. D. Wodrich, C. Corminboeuf
Related MARVEL publication:
- B. Sawatlon, M. D. Wodrich, B. Meyer, A. Fabrizio, C. Corminboeuf, Data Mining the C–C Cross-Coupling Genome, ChemCatChem 11, 4096–4107 (2019).
  Group(s): Corminboeuf / Project(s): VP2
10.24435/materialscloud:2019.0006/v1 — DORI reveals the influence of non-covalent interactions on covalent bonding patterns in molecular crystals under pressure, by B. Meyer, S. Barthel, A. Mace, L. Vannay, B. Guillot, B. Smit, C. Corminboeuf
Related MARVEL publication:
- B. Meyer, S. Barthel, A. Mace, L. Vannay, B. Guillot, B. Smit, C. Corminboeuf, DORI Reveals the Influence of Noncovalent Interactions on Covalent Bonding Patterns in Molecular Crystals Under Pressure, The Journal of Physical Chemistry Letters 10, 1482–1488 (2019). [Open Access URL]
  Group(s): Corminboeuf, Smit / Project(s): DD1, DD4
10.24435/materialscloud:2019.0004/v4 — Making the best of a bad situation: a multiscale approach to free energy calculation, by M. Invernizzi, M. Parrinello
Related MARVEL publication:
- M. Invernizzi, M. Parrinello, Making the best of a bad situation: a multiscale approach to free energy calculation, Journal of Chemical Theory and Computation 15, 2187–2194 (2019). [Open Access URL]
  Group(s): Parrinello / Project(s): DD1
10.24435/materialscloud:2019.0003/v1 — Emergence of hidden phases of methylammonium lead-iodide (CH₃NH₃PbI) upon compression, by J. A. Flores-Livas, D. Tomerini, M. Amsler, A. Boziki, U. Rothlisberger, S. Goedecker
Related MARVEL publication:
- J. A. Flores-Livas, D. Tomerini, M. Amsler, A. Boziki, U. Rothlisberger, S. Goedecker, Emergence of hidden phases of methylammonium lead iodide (CH₃NH₃PbI₃) upon compression, Physical Review Materials 2, 085201 (2018). [Open Access URL]
  Group(s): Goedecker, Roethlisberger / Project(s): DD1, VP2, HP4
10.24435/materialscloud:2019.0002/v3 — Quantum Mechanical Static Dipole Polarizabilities in the QM7b and AlphaML Showcase Databases, by Y. Yang, K. U. Lao, D. M. Wilkins, A. Grisafi, M. Ceriotti, R. A. DiStasio Jr.
Related MARVEL publication:
- Y. Yang, K. U. Lao, D. M. Wilkins, A. Grisafi, M. Ceriotti, R. A. D. Jr., Quantum mechanical static dipole polarizabilities in the QM7b and AlphaML showcase databases, Scientific Data 6, 152 (2019). [Open Access URL]
  Group(s): Ceriotti / Project(s): DD1
10.24435/materialscloud:2019.0001/v2 — Unified theory of thermal transport in crystals and disordered solids, by M. Simoncelli, N. Marzari, F. Mauri
Related MARVEL publication:
- M. Simoncelli, N. Marzari, F. Mauri, Unified theory of thermal transport in crystals and glasses, Nature Physics 15, 809 (2019). [Open Access URL]
  Group(s): Marzari / Project(s): DD3
10.17632/99ps9dz428.1 — SIMPLE code: Optical properties with optimal basis functions, by G. Prandini
Related MARVEL publication:
- G. Prandini, M. Galante, N. Marzari, P. Umari, SIMPLE code: Optical properties with optimal basis functions, Computer Physics Communications 240, 106–119 (2019). [Open Access URL]
  Group(s): Marzari / Project(s): DD3
10.17632/x792grbm9g.1 — i-PI 2.0: A universal force engine for advanced molecular simulations, by V. Kapil
Related MARVEL publication:
- V. Kapil, M. Rossi, O. Marsalek, R. Petraglia, Y. Litman, T. Spura, B. Cheng, A. Cuzzocrea, R. H. Meißner, D. M. Wilkins, B. A. Helfrecht, P. Juda, S. P. Bienvenue, W. Fang, J. Kessler, I. Poltavsky, S. Vandenbrande, J. Wieme, C. Corminboeuf, T. D. Kühne, D. E. Manolopoulos, T. E. Markland, J. O. Richardson, A. Tkatchenko, G. A. Tribello, V. V. Speybroeck, M. Ceriotti, i-PI 2.0: A universal force engine for advanced molecular simulations, Computer Physics Communications 236, 214–223 (2019). [Open Access URL]
  Group(s): Ceriotti, Corminboeuf / Project(s): DD1
10.6084/m9.figshare.6994556 — Readme file, by A. S. Christensen
Related MARVEL publication:
- A. S. Christensen, F. A. Faber, O. A. von Lilienfeld, Operators in quantum machine learning: Response properties in chemical space, The Journal of Chemical Physics 150, 064105 (2019). [Open Access URL]
  Group(s): von Lilienfeld / Project(s): INC2
10.24435/materialscloud:2018.0023/v1 — Ab initio electronic structure of liquid water: Molecular dynamics snapshots, by W. Chen, F. Ambrosio, G. Miceli, A. Pasquarello
Related MARVEL publication:
- W. Chen, F. Ambrosio, G. Miceli, A. Pasquarello, Ab initio electronic structure of liquid water, Physical Review Letters 117, 186401 (2016).
  Group(s): Pasquarello / Project(s): VP2
10.24435/materialscloud:2018.0019/v1 — Special quasi-random structures for the 6-component high entropy alloys, by B. Yin, W. Curtin
Related MARVEL publication:
- B. Yin, W. A. Curtin, First-principles-based prediction of yield strength in the RhIrPdPtNiCu high entropy alloy, npj Computational Materials 5, 14 (2019). [Open Access URL]
  Group(s): Curtin / Project(s): DD2
10.24435/materialscloud:2018.0018/v1 — Hidden Beneath the Surface: Origin of the Observed Enantioselective Adsorption on PdGa(111), by A. V. Yakutovich, J. Hoja, D. Passerone, A. Tkatchenko, C. A. Pignedoli
Related MARVEL publication:
- A. V. Yakutovich, J. Hoja, D. Passerone, A. Tkatchenko, C. A. Pignedoli, Hidden Beneath the Surface: Origin of the Observed Enantioselective Adsorption on PdGa(111), Journal of the American Chemical Society 140, 1401–1408 (2018). [Open Access URL]
  Group(s): Fasel, Passerone / Project(s): DD3
10.24435/materialscloud:2018.0017/v2 — Evaluating charge equilibration methods to generate electrostatic fields in nanoporous materials, by D. Ongari, P. G. Boyd, O. Kadioglu, A. K. Mace, S. Keskin, B. Smit
Related MARVEL publication:
- D. Ongari, P. G. Boyd, O. Kadioglu, A. K. Mace, S. Keskin, B. Smit, Evaluating charge equilibration methods to generate electrostatic fields in nanoporous materials, Journal of Chemical Theory and Computation 15, 382 (2019). [Open Access URL]
  Group(s): Smit / Project(s): DD4
10.24435/materialscloud:2018.0016/v3 — Data-driven design of metal-organic frameworks for wet flue gas CO₂ capture, by P. G. Boyd, A. Chidambaram, E. García-Díez, C. P. Ireland, T. D. Daff, R. Bounds, A. Gładysiak, P. Schouwink, S. M. Moosavi, M. M. Maroto-Valer, J. A. Reimer, J. A. R. Navarro, T. K. Woo, S. Garcia, K. C. Stylianou, B. Smit
Related MARVEL publication:
- P. G. Boyd, A. Chidambaram, E. García-Díez, C. P. Ireland, T. D. Daff, R. Bounds, A. Gładysiak, P. Schouwink, S. M. Moosavi, M. M. Maroto-Valer, J. A. Reimer, J. A. R. Navarro, T. K. Woo, S. Garcia, K. C. Stylianou, B. Smit, Data-driven design of metal-organic frameworks for wet flue gas CO₂ capture, Nature 576, 253–256 (2019). [Open Access URL]
  Group(s): Smit, Stylianou / Project(s): DD4
10.24435/materialscloud:2018.0015/v1 — Toward GW Calculations on Thousands of Atoms, by J. Wilhelm, D. Golze, L. Talirz, J. Hutter, C. A. Pignedoli
Related MARVEL publication:
- J. Wilhelm, D. Golze, L. Talirz, J. Hutter, C. A. Pignedoli, Toward GW Calculations on Thousands of Atoms, The Journal of Physical Chemistry Letters 9, 306–312 (2018). [Open Access URL]
  Group(s): Fasel, Hutter, Passerone / Project(s): HP3, DD3
10.24435/materialscloud:2018.0014/v1 — Machine learning meets volcano plots: Computational discovery of cross-coupling catalysts, by B. Meyer, B. Sawatlon, S. N. Heinen, O. A. Von Lilienfeld, C. Corminboeuf
Related MARVEL publication:
- B. Meyer, B. Sawatlon, S. Heinen, O. A. von Lilienfeld, C. Corminboeuf, Machine learning meets volcano plots: computational discovery of cross-coupling catalysts, Chemical Science 9, 7069 (2018). [Open Access URL]
  Group(s): Corminboeuf, von Lilienfeld / Project(s): DD1, INC2
10.24435/materialscloud:2018.0013/v1 — Generating carbon schwarzites via zeolite-templating, by E. Braun, Y. Lee, S. M. Moosavi, S. Barthel, R. Mercado, I. A. Baburin, D. M. Proserpio, B. Smit
Related MARVEL publication:
- E. Braun, Y. Lee, S. M. Moosavi, S. Barthel, R. Mercado, I. A. Baburin, D. M. Proserpio, B. Smit, Generating carbon schwarzites via zeolite-templating, Proceedings of the National Academy of Science of the USA 115, E8116–E8124 (2018). [Open Access URL]
  Group(s): Smit / Project(s): DD4
10.24435/materialscloud:2018.0011/v3 — Capturing chemical intuition in synthesis of metal-organic frameworks, by S. M. Moosavi, A. Chidambaram, L. Talirz, M. Haranczyk, K. C. Stylianou, B. Smit
Related MARVEL publication:
- S. M. Moosavi, A. Chidambaram, L. Talirz, M. Haranczyk, K. C. Stylianou, B. Smit, Capturing chemical intuition in synthesis of metal-organic frameworks, Nature Communications 10, 539 (2019). [Open Access URL]
  Group(s): Smit, Stylianou / Project(s): DD4
10.24435/materialscloud:2018.0004/v1 — Improving the Mechanical Stability of Metal-Organic Frameworks Using Chemical Caryatids, by S. M. Moosavi, P. G. Boyd, L. Sarkisov, B. Smit
Related MARVEL publication:
- S. M. Moosavi, P. G. Boyd, L. Sarkisov, B. Smit, Improving the Mechanical Stability of Metal–Organic Frameworks Using Chemical Caryatids, ACS Central Science 4, 832–839 (2018). [Open Access URL]
  Group(s): Smit / Project(s): DD4
10.24435/materialscloud:2018.0003/v3 — In Silico Design of 2D and 3D Covalent Organic Frameworks for Methane Storage Applications, by R. Mercado, R. Fu, A. V. Yakutovich, L. Talirz, M. Haranczyk, B. Smit
Related MARVEL publications:
- L. Talirz, S. Kumbhar, E. Passaro, A. V. Yakutovich, V. Granata, F. Gargiulo, M. Borelli, M. Uhrin, S. P. Huber, S. Zoupanos, C. S. Adorf, C. W. Andersen, O. Schütt, C. A. Pignedoli, D. Passerone, J. VandeVondele, T. C. Schulthess, B. Smit, G. Pizzi, N. Marzari, Materials Cloud, a platform for open computational science, Scientific Data 7, 299 (2020). [Open Access URL]
  Group(s): Marzari, Passerone, Pizzi, Schulthess, Smit, VandeVondele / Project(s): DD4, OSP, HPC
- R. Mercado, R. Fu, A. V. Yakutovich, L. Talirz, M. Haranczyk, B. Smit, In Silico Design of 2D and 3D Covalent Organic Frameworks for Methane Storage Applications, Chemistry of Materials 30, 5069–5086 (2018). [Open Access URL]
  Group(s): Smit, Pizzi / Project(s): DD4, OSP
10.24435/materialscloud:2018.0001/v3 — A Standard Solid State Pseudopotentials (SSSP) library optimized for precision and efficiency (Version 1.1, data download), by G. Prandini, A. Marrazzo, I. E. Castelli, N. Mounet, N. Marzari
Related MARVEL publication:
- G. Prandini, A. Marrazzo, I. E. Castelli, N. Mounet, N. Marzari, Precision and efficiency in solid-state pseudopotential calculations, npj Computational Materials 4, 72 (2018). [Open Access URL]
  Group(s): Marzari / Project(s): DD3, OSP
10.24435/materialscloud:2017.0007/v1 — Isobaric-Isothermal Monte Carlo Simulations of Bulk Liquid Water from MP2 and RPA Theory (MC Trajectories Data Download), by M. Del Ben, J. VandeVondele, J. Hutter
Related MARVEL publication:
- M. Del Ben, J. Hutter, J. VandeVondele, Probing the structural and dynamical properties of liquid water with models including non-local electron correlation, The Journal of Chemical Physics 143, 054506 (2015).
  Group(s): Hutter, VandeVondele / Project(s): HP3
10.24435/materialscloud:2017.0005/v1 — Accurate Characterization of the Pore Volume in Microporous Crystalline Materials (Data Download), by D. Ongari, P. G. Boyd, S. Barthel, M. Witman, M. Haranczyk, B. Smit
Related MARVEL publication:
- D. Ongari, P. G. Boyd, S. Barthel, M. Witman, M. Haranczyk, B. Smit, Accurate Characterization of the Pore Volume in Microporous Crystalline Materials, Langmuir 33, 14529 (2017). [Open Access URL]
  Group(s): Smit / Project(s): HP4
10.24435/materialscloud:2017.0001/v1 — Barcodes for nanoporous materials, by Y. Lee, S. D. Barthel, P. Dłotko, S. M. Moosavi, K. Hess, B. Smit
Related MARVEL publication:
- Y. Lee, S. D. Barthel, P. Dłotko, S. M. Moosavi, K. Hess, B. Smit, Quantifying similarity of pore-geometry in nanoporous materials, Nature Communications 8, 15396 (2017). [Open Access URL]
  Group(s): Smit / Project(s): HP4