SURGE: Approximation and Training Free Particle Filter for Diffusion Surrogate

Lifu Wei, Yinuo Ren, Naichen Shi +1

Data assimilation (DA) addresses the problem of sequentially estimating the state of a dynamical system from noisy and incomplete observations. In this work, we employ a diffusion…