most citedFeature-Informed Data Assimilation -- Definitions and Illustrative Examples

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math.NA2023★ 1 cited

A Surrogate Data Assimilation Model for the Estimation of Dynamical System in a Limited Area

Wei Kang, Liang Xu, Hong Zhou

We propose a novel learning-based surrogate data assimilation (DA) model for efficient state estimation in a limited area. Our model employs a feedforward neural network for online…