PINN enhanced extended multiscale finite element method for fast mechanical analysis of heterogeneous materials
DOI10.1007/s00707-024-03984-1zbMath1545.74083MaRDI QIDQ6576389
Zhetong Wu, Hanbo Zhang, Hongfei Ye, Yonggang Zheng, Hongwu Zhang, Xu Guo
Publication date: 22 July 2024
Published in: Acta Mechanica (Search for Journal in Brave)
cantilever beamdomain decomposition methodmachine learningphysics-informed neural networkcoarse/fine-scale elementU-shaped beam
Artificial neural networks and deep learning (68T07) Learning and adaptive systems in artificial intelligence (68T05) Rods (beams, columns, shafts, arches, rings, etc.) (74K10) Inhomogeneity in solid mechanics (74E05) Finite element methods applied to problems in solid mechanics (74S05)
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