FEM-PINN: integrating finite element method and physics-informed neural network for performance prediction of engineering structures via graph neural network

Structural and Multidisciplinary Optimization 2026

View at publisher

Authors: Wenbin Hou, Shuyu Lv, Yongcheng Li, Changsheng Wang

DOI: 10.1007/s00158-026-04257-2

Cited by: 4

References: 80

Fields of Study & Subjects

Model Reduction and Neural Networks Topology Optimization in Engineering Machine Learning in Materials Science

References 80