A Langevinized Ensemble Kalman Filter for Large-Scale Static and Dynamic Learning

Peiyi Zhang, Qifan Song, Faming Liang

The Ensemble Kalman Filter (EnKF) has achieved great successes in data assimilation in atmospheric and oceanic sciences, but its failure in convergence to the right filtering distr…