Random-Feature Kalman Filtering for Linear PDE Data Assimilation

Xi'an Li, Jiale Linghu, Yangshuai Wang

Data assimilation for time-dependent partial differential equations (PDEs) requires Bayesian updates of an evolving field from streaming, sparse, and noisy observations, while keep…