Dynamical Low-Rank Ensemble Kalman filter for State/Parameter estimation

Fabio Nobile, Sébastien Riffaud, Thomas Trigo Trindade

We propose a Dynamical Low-Rank Ensemble Kalman Filter (DLR-ENKF) for efficient joint state-parameter estimation in high-dimensional dynamical systems. The method extends the DLR-E…