Composing diffusion priors with explicit physical context via generative Gibbs sampling

Weizhou Wang, Jonathan Weare, Aaron R. Dinner

Pretrained diffusion models provide powerful learned priors, but in scientific sampling the target distribution often depends on physical context that is not fully represented by o…