Inverting the structure–property map of truss metamaterials by deep learning JH Bastek, S Kumar, B Telgen, RN Glaesener, DM Kochmann Proceedings of the National Academy of Sciences 119 (1), e2111505119, 2022 | 99 | 2022 |
Physics-informed neural networks for shell structures JH Bastek, DM Kochmann European Journal of Mechanics-A/Solids 97, 104849, 2023 | 29 | 2023 |
Viscoelastic truss metamaterials as time-dependent generalized continua RN Glaesener, JH Bastek, F Gonon, V Kannan, B Telgen, B Spöttling, ... Journal of the Mechanics and Physics of Solids 156, 104569, 2021 | 19 | 2021 |
Inverse design of nonlinear mechanical metamaterials via video denoising diffusion models JH Bastek, DM Kochmann Nature Machine Intelligence, 1466–1475, 2023 | 18 | 2023 |
GNN-assisted phase space integration with application to atomistics S Saxena, JH Bastek, M Spinola, P Gupta, DM Kochmann Mechanics of Materials 182, 104681, 2023 | 2 | 2023 |
Physics-Informed Diffusion Models JH Bastek, WC Sun, DM Kochmann arXiv preprint arXiv:2403.14404, 2024 | | 2024 |