Nonlinear Assimilation via Score-based Sequential Langevin Sampling

Zhao Ding, Chenguang Duan, Yuling Jiao +3

This paper introduces score-based sequential Langevin sampling (SSLS), a novel approach to nonlinear data assimilation within a recursive Bayesian filtering framework. The proposed…