Nonlinear ensemble filtering with diffusion models: Application to the surface quasi-geostrophic dynamics

Feng Bao, Hristo G. Chipilski, Siming Liang +2

The intersection between classical data assimilation methods and novel machine learning techniques has attracted significant interest in recent years. Here we explore another promi…