Latent Autoencoder Ensemble Kalman Filter for Nonlinear Data assimilation
arXiv:2603.06752v2 Announce Type: replace-cross
Abstract: The ensemble Kalman filter (EnKF) is widely used for data assimilation in high-dimensional systems, but its performance often deteriorates for strongly nonlinear dynamics due to the structural …