3D-Var Data Assimilation using a Variational Autoencoder

Boštjan Melinc, Žiga Zaplotnik

Data assimilation of atmospheric observations traditionally relies on variational and Kalman filter methods. Here, an alternative neural-network data assimilation (NNDA) with varia…