Physics-specialized neural network with hard constraints for solving multi-material diffusion problems

DOI10.1016/j.cma.2024.117223MaRDI QIDQ6595894

Yu Ma, Ya-Hui Wang, Honghang Chi, Yuchen Xie

Publication date: 30 August 2024

Published in: Computer Methods in Applied Mechanics and Engineering (Search for Journal in Brave)

zbMATH Keywords

deep learninghard constraintsphysics-informed neural networkmulti-material diffusion

Mathematics Subject Classification ID

Artificial neural networks and deep learning (68T07) Anisotropy in solid mechanics (74E10) Probabilistic methods, particle methods, etc. for initial value and initial-boundary value problems involving PDEs (65M75)

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