Alban Farchi

Elucidating the performance of data assimilation neural networks for chaotic dynamics

Abstract. In supervised data assimilation machine learning emulation, the training data contain targets produced by an existing data assimilation scheme, such as analysis increments. By contrast, data assimilation networks were recently proposed to learn the analysis operator whi...