HelmSim: Learning Helmholtz Dynamics for Interpretable Fluid Simulation. - Lanxiang Xing; Haixu Wu; Yuezhou Ma; Jianmin Wang 001; Mingsheng Long (CoRR, 2023)

Skilful nowcasting of extreme precipitation with NowcastNet. - Yuchen Zhang 004; Mingsheng Long; Kaiyuan Chen; Lanxiang Xing; Ronghua Jin; Michael I. Jordan; Jianmin Wang 001 (Nat., 2023)

HelmFluid: Learning Helmholtz Dynamics for Interpretable Fluid Prediction. - Lanxiang Xing; Haixu Wu; Yuezhou Ma; Jianmin Wang 001; Mingsheng Long (ICML, 2024)

DeepLag: Discovering Deep Lagrangian Dynamics for Intuitive Fluid Prediction. - Qilong Ma; Haixu Wu; Lanxiang Xing; Shangchen Miao; Mingsheng Long (NeurIPS, 2024)

EuLagNet: Eulerian Fluid Prediction with Lagrangian Dynamics. - Qilong Ma; Haixu Wu; Lanxiang Xing; Jianmin Wang 001; Mingsheng Long (CoRR, 2024)

Transolver++: An Accurate Neural Solver for PDEs on Million-Scale Geometries. - Huakun Luo; Haixu Wu; Hang Zhou; Lanxiang Xing; Yichen Di; Jianmin Wang 001; Mingsheng Long (CoRR, 2025)