Replacing the FitzHugh-Nagumo Electrophysiology Model by Physics-Informed Neural Networks

Yan Barbosa Werneck, Rodrigo Weber dos Santos, Bernardo Martins Rocha, Rafael Sachetto Oliveira. Replacing the FitzHugh-Nagumo Electrophysiology Model by Physics-Informed Neural Networks. In Jirí Mikyska, Clélia de Mulatier, Maciej Paszynski, Valeria V. Krzhizhanovskaya, Jack J. Dongarra, Peter M. A. Sloot, editors, Computational Science - ICCS 2023 - 23rd International Conference, Prague, Czech Republic, July 3-5, 2023, Proceedings, Part II. Volume 14074 of Lecture Notes in Computer Science, pages 699-713, Springer, 2023. [doi]

Authors

Yan Barbosa Werneck

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Rodrigo Weber dos Santos

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Bernardo Martins Rocha

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Rafael Sachetto Oliveira

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