Ensemble Kalman filter in latent space using a variational autoencoder pair

Ivo Pasmans, Yumeng Chen, Tobias Sebastian Finn +2

Popular (ensemble) Kalman filter data assimilation (DA) approaches assume that the errors in both the a priori estimate of the state and those in the observations are Gaussian. For…