VAE-Var: Variational-Autoencoder-Enhanced Variational Assimilation

Yi Xiao, Qilong Jia, Wei Xue +1

Data assimilation refers to a set of algorithms designed to compute the optimal estimate of a system's state by refining the prior prediction (known as background states) using obs…