Solving PDEs on spheres with physics-informed convolutional neural networks

DOI10.1016/j.acha.2024.101714MaRDI QIDQ6652574

Zhen Lei, Ding-Xuan Zhou, Guanhang Lei, Lei Shi, Chenyu Zeng

Publication date: 12 December 2024

Published in: Applied and Computational Harmonic Analysis (Search for Journal in Brave)

zbMATH Keywords

convergence analysiscurse of dimensionalityconvolutional neural networkphysics-informed neural networksolving PDEs on spheres

Mathematics Subject Classification ID

Artificial neural networks and deep learning (68T07) Numerical optimization and variational techniques (65K10) Probabilistic methods, particle methods, etc. for initial value and initial-boundary value problems involving PDEs (65M75)

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