| DRVN (deep random vortex network): A new physics-informed machine learning method for simulating and inferring incompressible fluid flows R Zhang, P Hu, Q Meng, Y Wang, R Zhu, B Chen, ZM Ma, TY Liu Physics of Fluids 34 (10), 2022 | 9 | 2022 |
| Neural operator with regularity structure for modeling dynamics driven by spdes P Hu, Q Meng, B Chen, S Gong, Y Wang, W Chen, R Zhu, ZM Ma, TY Liu arXiv preprint arXiv:2204.06255, 2022 | 7 | 2022 |
| Better Neural PDE Solvers Through Data-Free Mesh Movers P Hu, Y Wang, ZM Ma International Conference on Learning Representations (ICLR 2024), 2023 | 3 | 2023 |
| Recent advances on machine learning for computational fluid dynamics: A survey H Wang, Y Cao, Z Huang, Y Liu, P Hu, X Luo, Z Song, W Zhao, J Liu, ... arXiv preprint arXiv:2408.12171, 2024 | 2 | 2024 |
| Closed-loop diffusion control of complex physical systems L Wei, H Feng, Y Yang, R Feng, P Hu, X Zheng, T Zhang, D Fan, T Wu arXiv preprint arXiv:2408.03124, 2024 | 2 | 2024 |
| Deep latent regularity network for modeling stochastic partial differential equations S Gong, P Hu, Q Meng, Y Wang, R Zhu, B Chen, Z Ma, H Ni, TY Liu Proceedings of the AAAI Conference on Artificial Intelligence 37 (6), 7740-7747, 2023 | 2 | 2023 |
| A generative approach to control complex physical systems L Wei, P Hu, R Feng, H Feng, Y Du, T Zhang, R Wang, Y Wang, ZM Ma, ... NeurIPS 2024, 2024 | 1 | 2024 |
| Generative PDE Control L Wei, P Hu, R Feng, Y Du, T Zhang, R Wang, Y Wang, ZM Ma, T Wu ICLR 2024 Workshop on AI4DifferentialEquations In Science, 0 | 1 | |
| Wavelet Diffusion Neural Operator P Hu, R Wang, X Zheng, T Zhang, H Feng, R Feng, L Wei, Y Wang, ... arXiv preprint arXiv:2412.04833, 2024 | | 2024 |
| Multimodal Policies with Physics-informed Representations H Feng, P Hu, Y Wang, D Fan arXiv preprint arXiv:2410.15250, 2024 | | 2024 |
| DiffPhyCon: A Generative Approach to Control Complex Physical Systems L Wei, P Hu, R Feng, H Feng, Y Du, T Zhang, R Wang, Y Wang, ZM Ma, ... arXiv preprint arXiv:2407.06494, 2024 | | 2024 |
| Deep Random Vortex Method for Simulation and Inference of Navier-Stokes Equations R Zhang, P Hu, Q Meng, Y Wang, R Zhu, B Chen, ZM Ma, TY Liu arXiv preprint arXiv:2206.09571, 2022 | | 2022 |
| A Probabilistic Generative Method for Safe Physical System Control Problems P Hu, X Qian, W Deng, R Wang, H Feng, R Feng, T Zhang, L Wei, Y Wang, ... Neurips Safe Generative AI Workshop 2024, 0 | | |
