Diffusion models with physics-guided inference for solving partial differential equations. - Yi Bing; Liu Jia; Fu Jinyang; Peng Xiang (CoRR, 2026)

A Randomized PDE Energy driven Iterative Framework for Efficient and Stable PDE Solutions. - Yi Bing; Zheng Ran; Fu Jinyang; Liu Long; Xiang Peng (CoRR, 2026)