Flow Matching for Efficient and Scalable Data Assimilation

Taos Transue, Bohan Chen, So Takao +1

Data assimilation (DA) estimates a dynamical system's state from noisy observations. Recent generative models like the ensemble score filter (EnSF) improve DA in high-dimensional n…