A review of machine-learning approaches to plasma moment closures, covering neural surrogates and equation discovery, with emphasis on current limitations.
Paulo & Fiuza, Frederico2022 Data-driven discovery of reduced plasma physics models from fully-kinetic simulations
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The Machine Learning Approach to Moment Closure Relations for Plasma: A Review
A review of machine-learning approaches to plasma moment closures, covering neural surrogates and equation discovery, with emphasis on current limitations.