Unisolver: PDE-conditional transformers are universal PDE solvers H Zhou, Y Ma, H Wu, H Wang, M Long arXiv preprint arXiv:2405.17527, 2024 | 7 | 2024 |
RoPINN: Region Optimized Physics-Informed Neural Networks H Wu, H Luo, Y Ma, J Wang, M Long arXiv preprint arXiv:2405.14369, 2024 | 7 | 2024 |
HelmFluid: Learning Helmholtz Dynamics for Interpretable Fluid Prediction L Xing, H Wu, Y Ma, J Wang, M Long International Conference on Machine Learning (ICML), 2024 | 3* | 2024 |
ProPINN: Demystifying Propagation Failures in Physics-Informed Neural Networks H Wu, Y Ma, H Zhou, H Weng, J Wang, M Long arXiv preprint arXiv:2502.00803, 2025 | | 2025 |