Fisher information and shape-morphing modes for solving the Fokker-Planck equation in higher dimensions

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William Anderson, Mohammad Farazmand

Published: 01 Jan 2024, Last Modified: 16 May 2025Appl. Math. Comput. 2024EveryoneRevisionsBibTeXCC BY-SA 4.0
Abstract: Highlights•Develop shape-morphing modes as a fast and interpretable method for solving the Fokker-Planck equation in higher dimensions.•Analysis of the computational complexity of the method.•Connection between shape-morphing modes and Fisher information.•Connection between shape-morphing modes and shallow neural networks.•Application of the proposed method to four numerical examples.