diffusion posterior sampling (DPS)

Diffusion models enhance Earth turbulence inference from sparse data

Researchers have explored four generative diffusion modeling approaches for super-resolution and inference of quasi-geostrophic turbulence on a beta-plane, using coarse, sparse, and gappy Earth system observations. Two …