M2PDE / RealPDEBench

M2PDE — compositional generative multiphysics simulation (ICML 2025) — and its companion RealPDEBench real-world PDE benchmark (ICLR 2026 oral), from Tailin Wu's AI for Scientific Simulation & Discovery Lab. The line applies diffusion/flow-matching generative models to physical-science simulation and inverse design, a distinct scientific-FM thread alongside Westlake's protein work.