04:00
2026-09-11
machinebrief.com
machine-learning
A variational physics-informed graph neural network for heterogeneous solid mechanics
A variational, label-free physics-informed graph neural network (PI-GNN) developed by researchers posting to arXiv keeps von Mises error below 3.58% across a stiffness-contrast sweep of E_inc/E_mat fr…