Data Assimilation Models for Computing Probability Distributions of Complex Multiscale Systems

Di Qi, Jian-Guo Liu

We introduce a data assimilation strategy aimed at accurately capturing key non-Gaussian structures in probability distributions using a small ensemble size. A major challenge in s…