Long-time accuracy of ensemble Kalman filters for chaotic and machine-learned dynamical systems

Daniel Sanz-Alonso, Nathan Waniorek

Filtering is concerned with online estimation of the state of a dynamical system from partial and noisy observations. In applications where the state is high dimensional, ensemble…