LAE-EnKF learns a nonlinear encoder-decoder pair plus a stable linear latent dynamics operator so that the Kalman filter can be applied entirely in latent coordinates.
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Latent Autoencoder Ensemble Kalman Filter for Nonlinear Data assimilation
LAE-EnKF learns a nonlinear encoder-decoder pair plus a stable linear latent dynamics operator so that the Kalman filter can be applied entirely in latent coordinates.