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…