Sobolev training for physics-informed neural networks

DOI10.4310/CMS.2023.V21.N6.A11zbMath1527.65115arXiv2101.08932MaRDI QIDQ6071750

Woo Jin Han, Jin Woo Jang, Hyung-Ju Hwang, Hwijae Son

Publication date: 28 November 2023

Published in: Communications in Mathematical Sciences (Search for Journal in Brave)

Full work available at URL: https://arxiv.org/abs/2101.08932

zbMATH Keywords

neural networkspartial differential equationsphysics-informed neural networksSobolev training

Mathematics Subject Classification ID

Artificial neural networks and deep learning (68T07) Numerical methods for partial differential equations, initial value and time-dependent initial-boundary value problems (65M99) Fokker-Planck equations (35Q84)

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