most citedIntegrating Recurrent Neural Networks with Data Assimilation for Scalable Data-Driven State Estimation

55 citations · 55 across the 1 of their papers we have counts for

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cs.LG2021★ 55 cited

Integrating Recurrent Neural Networks with Data Assimilation for Scalable Data-Driven State Estimation

Stephen G. Penny, Timothy A. Smith, Tse-Chun Chen +4

Data assimilation (DA) is integrated with machine learning in order to perform entirely data-driven online state estimation. To achieve this, recurrent neural networks (RNNs) are i…