Global atmospheric data assimilation with multi-modal masked autoencoders

Thomas J. Vandal, Kate Duffy, Daniel McDuff +2

Global data assimilation enables weather forecasting at all scales and provides valuable data for studying the Earth system. However, the computational demands of physics-based alg…