04:00
2026-08-17
arxiv.org
machine-learning
HI-MeshGraphNets: Efficient and Accurate Mesh-based Physics Learning with Hierarchical Multi-scale Graph Neural Networks
Researchers propose HI-MeshGraphNets (HI-MGN), a hierarchical multi-scale graph neural network that improves mesh-based physics simulation accuracy and efficiency. In benchmarks on three structural an…