MomentumGNN is a GNN architecture that enforces linear and angular momentum conservation by construction through per-edge impulse predictions for deformable material simulation.
Nnwarp: Neural network- based nonlinear deformation.IEEE Transactions on Visu- alization and Computer Graphics, 26(4):1745–1759, 2020
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Momentum-Conserving Graph Neural Networks for Deformable Objects
MomentumGNN is a GNN architecture that enforces linear and angular momentum conservation by construction through per-edge impulse predictions for deformable material simulation.