Diffusion-Based Hierarchical Graph Neural Networks for Simulating Nonlinear Solid Mechanics

TL;DR

Graph-based learned simulators have emerged as a promising approach for simulating physical systems on unstructured meshes, offering speed and generalization across diverse geometries…

Opening excerpt from the authors’ abstract. source