FEM-Informed Hypergraph Neural Networks for Efficient Elastoplasticity

Jianchuan Yang, Xi Chen, Jidong Zhao

Graph neural networks (GNNs) naturally align with sparse operators and unstructured discretizations, making them a promising paradigm for physics-informed machine learning in compu…