Performant implementation of the atomic cluster expansion (PACE) and application to copper and silicon Y Lysogorskiy, C Oord, A Bochkarev, S Menon, M Rinaldi, ... npj computational materials 7 (1), 97, 2021 | 177 | 2021 |
A foundation model for atomistic materials chemistry I Batatia, P Benner, Y Chiang, AM Elena, DP Kovács, J Riebesell, ... arXiv preprint arXiv:2401.00096, 2023 | 155 | 2023 |
Atomic cluster expansion: Completeness, efficiency and stability G Dusson, M Bachmayr, G Csányi, R Drautz, S Etter, C van Der Oord, ... Journal of Computational Physics 454, 110946, 2022 | 142 | 2022 |
Linear atomic cluster expansion force fields for organic molecules: beyond rmse DP Kovács, C Oord, J Kucera, AEA Allen, DJ Cole, C Ortner, G Csányi Journal of chemical theory and computation 17 (12), 7696-7711, 2021 | 127 | 2021 |
Regularised atomic body-ordered permutation-invariant polynomials for the construction of interatomic potentials C van Der Oord, G Dusson, G Csányi, C Ortner Machine Learning: Science and Technology 1 (1), 015004, 2020 | 84 | 2020 |
Hyperactive learning for data-driven interatomic potentials C van der Oord, M Sachs, DP Kovács, C Ortner, G Csányi npj Computational Materials 9 (1), 168, 2023 | 62 | 2023 |
ACEpotentials. jl: A Julia implementation of the atomic cluster expansion WC Witt, C van der Oord, E Gelžinytė, T Järvinen, A Ross, JP Darby, ... The Journal of Chemical Physics 159 (16), 2023 | 29 | 2023 |
A foundation model for atomistic materials chemistry, 2024 I Batatia, P Benner, Y Chiang, AM Elena, DP Kovács, J Riebesell, ... arXiv preprint arXiv:2401.00096, 0 | 20 | |
A foundation model for atomistic materials chemistry, arXiv, 2024 I Batatia, P Benner, Y Chiang, AM Elena, DP Kovács, J Riebesell, ... arXiv preprint arXiv:2401.00096 10, 2024 | 11 | 2024 |
A foundation model for atomistic materials chemistry, arXiv I Batatia, P Benner, Y Chiang, AM Elena, DP Kovács, J Riebesell, ... arXiv preprint arXiv:2401.00096 10, 2024 | 6 | 2024 |
Benchmarking machine-learned interatomic potential methods for reactive molecular dynamics at metal surfaces W Stark, J Westermayr, C van der Oord, G Csanyi, R Maurer APS March Meeting Abstracts 2023, N60. 002, 2023 | 6* | 2023 |
Performant implementation of the atomic cluster expansion (pace) and application to copper and silicon. npj Computational Materials, 7 (1): 97 Y Lysogorskiy, C van der Oord, A Bochkarev, S Menon, M Rinaldi, ... Jun, 2021 | 5 | 2021 |
Data-driven linear interatomic potentials C van der Oord | | 2024 |