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Deep Data Assimilation: Integrating Deep Learning with Data Assimilation

Arcucci, R; Zhu, JC; Hu, S; Guo, YK

Arcucci, R (corresponding author), Imperial Coll London, Data Sci Inst, London SW7 2AZ, England.

APPLIED SCIENCES-BASEL, 2021; 11 (3):

Abstract

In this paper, we propose Deep Data Assimilation (DDA), an integration of Data Assimilation (DA) with Machine Learning (ML). DA is the Bayesian approx......

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