| BonDNet: a graph neural network for the prediction of bond dissociation energies for charged molecules M Wen, SM Blau, EWC Spotte-Smith, S Dwaraknath, KA Persson Chemical Science 12 (5), 1858-1868, 2020 | 71 | 2020 |
| Dihedral-angle-corrected registry-dependent interlayer potential for multilayer graphene structures M Wen, S Carr, S Fang, E Kaxiras, EB Tadmor Physical Review B 98 (23), 235404, 2018 | 66 | 2018 |
| Hybrid neural network potential for multilayer graphene M Wen, EB Tadmor Physical Review B 100 (19), 195419, 2019 | 63 | 2019 |
| Uncertainty quantification in molecular simulations with dropout neural network potentials M Wen, EB Tadmor npj Computational Materials 6 (1), 124, 2020 | 62 | 2020 |
| Uniaxial ratcheting behavior of Zircaloy-4 tubes at room temperature M Wen, H Li, D Yu, G Chen, X Chen Materials & Design (1980-2015) 46, 426-434, 2013 | 60 | 2013 |
| Chemical reaction networks and opportunities for machine learning M Wen, EWC Spotte-Smith, SM Blau, MJ McDermott, AS Krishnapriyan, ... Nature Computational Science 3 (1), 12-24, 2023 | 53 | 2023 |
| Data-driven prediction of formation mechanisms of lithium ethylene monocarbonate with an automated reaction network X Xie, E Spotte-Smith, M Wen, H Patel, S Blau, K Persson Journal of the American Chemical Society 143 (33), 13245--13258, 2021 | 48 | 2021 |
| A force-matching Stillinger-Weber potential for MoS2: Parameterization and Fisher information theory based sensitivity analysis M Wen, SN Shirodkar, P Plecháč, E Kaxiras, RS Elliott, EB Tadmor Journal of Applied Physics 122 (24), 2017 | 39 | 2017 |
| Quantum chemical calculations of lithium-ion battery electrolyte and interphase species EWC Spotte-Smith, SM Blau, X Xie, HD Patel, M Wen, B Wood, ... Scientific Data 8 (1), 203, 2021 | 30 | 2021 |
| Interpolation effects in tabulated interatomic potentials M Wen, SM Whalen, RS Elliott, EB Tadmor Modelling and Simulation in Materials Science and Engineering 23 (7), 074008, 2015 | 29 | 2015 |
| Improving machine learning performance on small chemical reaction data with unsupervised contrastive pretraining M Wen, SM Blau, X Xie, S Dwaraknath, K Persson Chemical Science 13 (5), 1446-1458, 2022 | 25 | 2022 |
| KLIFF: A framework to develop physics-based and machine learning interatomic potentials M Wen, Y Afshar, RS Elliott, EB Tadmor Computer Physics Communications 272, 108218, 2022 | 19 | 2022 |
| A KIM-compliant potfit for fitting sloppy interatomic potentials: application to the EDIP model for silicon M Wen, J Li, P Brommer, RS Elliott, JP Sethna, EB Tadmor Modelling and Simulation in Materials Science and Engineering 25 (1), 014001, 2016 | 18 | 2016 |
| Bayesian, frequentist, and information geometric approaches to parametric uncertainty quantification of classical empirical interatomic potentials Y Kurniawan, CL Petrie, KJ Williams, MK Transtrum, EB Tadmor, ... The Journal of Chemical Physics 156 (21), 2022 | 13 | 2022 |
| Constitutive modeling for the anisotropic uniaxial ratcheting behavior of Zircaloy-4 alloy at room temperature H Li, M Wen, G Chen, W Yu, X Chen Journal of nuclear materials 443 (1-3), 152-160, 2013 | 13 | 2013 |
| Machine learning full NMR chemical shift tensors of silicon oxides with equivariant graph neural networks MC Venetos, M Wen, KA Persson The Journal of Physical Chemistry A 127 (10), 2388-2398, 2023 | 9 | 2023 |
| Jobflow: Computational Workflows Made Simple AS Rosen, M Gallant, J George, J Riebesell, H Sahasrabuddhe, JX Shen, ... Journal of Open Source Software 9 (93), 5995, 2024 | 7 | 2024 |
| An equivariant graph neural network for the elasticity tensors of all seven crystal systems M Wen, M Horton, J Munro, P Huck, K Persson Digital Discovery 3 (5), 869-882, 2024 | 5* | 2024 |
| Stillinger-Weber (SW) Model Driver v005 M Wen, Y Afshar OpenKIM, https://doi. org/10.25950/dd263fe3, 2021 | 5 | 2021 |
| Injecting domain knowledge from empirical interatomic potentials to neural networks for predicting material properties Z Shui, D Karls, M Wen, E Tadmor, G Karypis Advances in Neural Information Processing Systems 35, 14839-14851, 2022 | 4 | 2022 |
Ellad B. TadmorProfessor of Aerospace Engineering and Mechanics, University of Minnesota在 umn.edu 的电子邮件经过验证
