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Benchmarks
Lagrangian particle simulation on GNS Particle sand water goop MPM
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5,000
Speedup
GNS (PyTorch)
-189.6
1,157.7
2,505
3,852.3
May 19, 2026
Speedup
RMSE
Error Rate
Training Time (h)
Updated 14d ago
Evaluation Results
Method
Method
Links
Speedup
RMSE
Error Rate
Training Time (h)
GNS (PyTorch)
Methodology=PyTorch/Py...
2026.05
5,000
-
5
8
GNS (TF)
Methodology=Radius gra...
2026.05
10
5
-
-
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