Sparsely Constrained Neural Networks for Model Discovery of PDEs

Gert-Jan Both, Gijs Vermarien, Remy Kusters. Sparsely Constrained Neural Networks for Model Discovery of PDEs. In Jonghyun Lee, Eric F. Darve, Peter K. Kitanidis, Michael W. Mahoney, Anuj Karpatne, Matthew W. Farthing, Tyler Hesser, editors, Proceedings of the AAAI 2021 Spring Symposium on Combining Artificial Intelligence and Machine Learning with Physical Sciences, Stanford, CA, USA, March 22nd - to - 24th, 2021. Volume 2964 of CEUR Workshop Proceedings, CEUR-WS.org, 2021. [doi]

Abstract

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