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Benchmarks
Solving nonlinear PDEs on TC-10 Nonlinear spring oscillator equation
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0
Max Error
PIBLS
-0.000004
0.000024
0.000053
0.000081
Jun 18, 2026
Max Error
L2 Error
Training Time (seconds)
Updated 1mo ago
Evaluation Results
Method
Method
Links
Max Error
L2 Error
Training Time (seconds)
PIBLS
2026.06
0
0
3.2
locELM
2026.06
0
0
0.34
FEM
numerical_baseline=New...
2026.06
0
0
3.72
PINN #2
2026.06
0
0
812
PINN #1
2026.06
0.0001
0.0001
26.5
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