AsPINN: Adaptive symmetry-recomposition physics-informed neural networks
DOI10.1016/j.cma.2024.117405MaRDI QIDQ6643565
Chen-an Zhang, Xunshi Yan, Ziti Liu, Yang Liu, Shuaiqi Guo, Wen Liu
Publication date: 26 November 2024
Published in: Computer Methods in Applied Mechanics and Engineering (Search for Journal in Brave)
network structuresymmetry decompositionfeature-enhanced physics-informed neural networksparameter-sharing
Artificial neural networks and deep learning (68T07) Numerical optimization and variational techniques (65K10) Spectral, collocation and related methods for initial value and initial-boundary value problems involving PDEs (65M70) Probabilistic methods, particle methods, etc. for initial value and initial-boundary value problems involving PDEs (65M75)
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