crossrefMachine Learning and Knowledge Extraction2025-11-04Cited by 2
A Graph-Structured, Physics-Informed DeepONet Neural Network for Complex Structural Analysis
Guangya Zhang, Tie Xu, Jinli Xu, Hu Wang
This study introduces the Graph-Structured Physics-Informed DeepONet (GS-PI-DeepONet), a novel neural network framework designed to address the challenges of solving parametric Partial Differential Equations (PDEs) in structural analysis, particularly for problems with complex ge…