Structure probing neural network deflation

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Yiqi Gu, Chunmei Wang, Haizhao Yang

Published: 2021, Last Modified: 28 Sept 2024J. Comput. Phys. 2021EveryoneRevisionsBibTeXCC BY-SA 4.0
Abstract: Highlights•Novel neural network deflation for multiple distinct solutions of nonlinear equations.•Structure Probing Initialization for searching structured solutions.•Identify more solutions than the state-of-the art and work for high-dimensional problems.