PHDME: Physics-Informed Diffusion Models without Explicit Governing Equations

Kaiyuan Tan, Kendra Givens, Peilun Li +1

Diffusion models provide expressive priors for forecasting trajectories of dynamical systems, but are typically unreliable in the sparse data regime. Physics-informed machine learn…