2026
MAVEN: A Mesh-Aware Volumetric Encoding Network for Simulating 3D Flexible Deformation
ICLR 2026poster
Deep learning-based approaches, particularly graph neural networks (GNNs), have gained prominence in simulating flexible deformations and contacts of solids, due to their ability to handle unstructured physical fields and nonlinear regression on graph structures. However, existing GNNs commonly repr…