Physics-informed Dyna-style model-based deep reinforcement learning for dynamic control XY Liu, JX Wang Proceedings of the Royal Society A 477 (2255), 20210618, 2021 | 43 | 2021 |
Multi-resolution partial differential equations preserved learning framework for spatiotemporal dynamics XY Liu, M Zhu, L Lu, H Sun, JX Wang Communications Physics 7 (1), 31, 2024 | 34* | 2024 |
Predicting 3D soft tissue dynamics from 2D imaging using physics informed neural networks M Movahhedi, XY Liu, B Geng, C Elemans, Q Xue, JX Wang, X Zheng Communications Biology 6 (1), 541, 2023 | 6 | 2023 |
CoNFiLD: Conditional Neural Field Latent Diffusion Model Generating Spatiotemporal Turbulence P Du, MH Parikh, X Fan, XY Liu, JX Wang arXiv preprint arXiv:2403.05940, 2024 | 3 | 2024 |
Asynchronous Parallel Reinforcement Learning for Optimizing Propulsive Performance in Fin Ray Control XY Liu, D Bodaghi, Q Xue, X Zheng, JX Wang arXiv preprint arXiv:2401.11349, 2024 | | 2024 |