Error estimates of physics-informed neural networks for initial value problems
DOI10.12941/jksiam.2024.28.033MaRDI QIDQ6647977
Hae Sung Lee, Jaywon Kim, Minjung Gim, Jihahm Yoo
Publication date: 3 December 2024
Published in: Journal of the Korean Society for Industrial and Applied Mathematics (Search for Journal in Brave)
stabilityexistenceerror estimatesuniquenessneural networksinitial value problemsdifferential equationsPINN
Artificial neural networks and deep learning (68T07) Initial value problems, existence, uniqueness, continuous dependence and continuation of solutions to ordinary differential equations (34A12) Theoretical approximation of solutions to ordinary differential equations (34A45) Stability and convergence of numerical methods for ordinary differential equations (65L20)
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