FREESIA: Covariance-Aware Posterior Transport for Expressive and Scalable Data Assimilation

Shiwei Ni, Yangwen Zhang, Hang Qi +2

Data assimilation aims to infer the state of complex dynamical systems based on observational data. However, accurate inference of the multimodal posteriors induced by nonlinear or…