Decoupled Diffusion Sampling for Inverse Problems on Function Spaces

Thomas Y. L. Lin, Jiachen Yao, Lufang Chiang +2

We propose a data-efficient, physics-aware generative framework in function space for inverse PDE problems. Existing plug-and-play diffusion posterior samplers represent physics im…