Neural network representation of time integrators

DOI10.1002/nme.7306arXiv2211.17039OpenAlexW4379647564MaRDI QIDQ6082586

Rainald Löhner, Harbir Antil

Publication date: 30 November 2023

Published in: International Journal for Numerical Methods in Engineering (Search for Journal in Brave)

Full work available at URL: https://arxiv.org/abs/2211.17039

zbMATH Keywords

numerical integrationRunge-Kuttadeep neural networks

Mathematics Subject Classification ID

Numerical analysis (65-XX) Computer science (68-XX)

Cites Work

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• Error bounds for approximations with deep ReLU networks
• Physics-informed neural networks: a deep learning framework for solving forward and inverse problems involving nonlinear partial differential equations
• Stable architectures for deep neural networks
• Solving Index-1 DAEs in MATLAB and Simulink
• Neural network approximation

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