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Elasticity

Benchmarks

Task NameDataset NameSOTA ResultTrend
Forward PDE solvingElasticity
Relative L2 Error0.005
44
PDE SolvingElasticity Point Cloud (test)
Relative L2 Error0.33
20
Operator LearningElasticity Point Cloud (test)
Relative L2 Error0.0034
13
Neural Operator LearningELASTICITY
Median Relative L1 Error0.93
8
Geometry-aware inferenceElasticity (test)
Relative L2 Error0.0167
5
Steady-state physical simulation on unstructured meshesElasticity (Elast.)
NMAE0.0013
3
Physical System SimulationELASTICITY
One-Step MSE0
2
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