Parameter-Efficient Conditioning for Material Generalization in Graph-Based Simulators

Naveen Raj Manoharan, Hassan Iqbal, Krishna Kumar

Graph network-based simulators (GNS) have demonstrated strong potential for learning particle-based physics (such as fluids, deformable solids, and granular flows) while generalizi…