Rethinking Forward Processes for Score-Based Nonlinear Data Assimilation in High Dimensions

Eunbi Yoon, Won Chang, Donghan Kim +1

Data assimilation is the process of estimating the state of a dynamical system over time by combining model predictions with measurements. This task becomes challenging when the sy…