Junheng Tao

Physics-Inspired All-Pair Interaction Learning for 3D Dynamics Modeling

Modeling 3D dynamics is a fundamental problem in multi-body systems across scientific and engineering domains and has important practical implications in trajectory prediction and simulation. While recent GNN-based approaches have achieved strong performance by enforcing geometric symmetries, encodi…