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Jan-Hendrik Bastek
Jan-Hendrik Bastek
PhD Student, ETH Zürich
在 ethz.ch 的电子邮件经过验证 - 首页
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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
1022022
Physics-informed neural networks for shell structures
JH Bastek, DM Kochmann
European Journal of Mechanics-A/Solids 97, 104849, 2023
292023
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
202021
Inverse design of nonlinear mechanical metamaterials via video denoising diffusion models
JH Bastek, DM Kochmann
Nature Machine Intelligence, 1466–1475, 2023
182023
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
22023
Physics-Informed Diffusion Models
JH Bastek, WC Sun, DM Kochmann
arXiv preprint arXiv:2403.14404, 2024
12024
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