دنبال کردن
Jan-Hendrik Bastek
عنوان
نقل شده توسط
نقل شده توسط
سال
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
1682022
Inverse design of nonlinear mechanical metamaterials via video denoising diffusion models‏
JH Bastek, DM Kochmann‏
Nature Machine Intelligence, 1466–1475, 2023‏
702023
Physics-Informed Neural Networks for shell structures‏
JH Bastek, DM Kochmann‏
European Journal of Mechanics-A/Solids 97, 104849, 2023‏
542023
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
372021
Physics-Informed Diffusion Models‏
JH Bastek, WC Sun, DM Kochmann‏
arXiv preprint arXiv:2403.14404, 2024‏
122024
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
Mode-I fracture of compliant beam-based metamaterials‏
JH Bastek, P Lothaller, DM Kochmann‏
International Journal of Solids and Structures, 113239, 2025‏
2025
Data- and physics-driven deep learning for forward and inverse problems in computational mechanics‏
JH Bastek‏
ETH Zurich, 2024‏
2024
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مقاله‌ها 1–8