Generative Model Proposal based Particle Filtering for Data Assimilation

Chandni Nagda, Mayank Shrivastava, Gudrun Thorkelsdottir +3

Data assimilation models state dynamics conditioned on sequential observations, and has wide-ranging scientific applications. In the filtering setting, the goal is to model the pos…