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Hybrid Modeling (Parameter Estimation and Prediction) on DUFFING OSCILLATOR (test)
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0.0132
Theta Error (x10^-2)
sam
0.001408
0.081004
0.1606
0.240196
Feb 6, 2026
Theta Error (x10^-2)
Y Error (x10^-2)
Updated 1mo ago
Evaluation Results
Method
Method
Links
Theta Error (x10^-2)
Y Error (x10^-2)
sam
Optimizer=Standard SAM
2026.02
0.0132
0.0643
fsam
Optimizer=Fisher SAM
2026.02
0.0132
0.0643
asam
Optimizer=Adaptive SAM
2026.02
0.0322
0.0646
l2reg
Regularization=L2
2026.02
0.134
0.0645
freg
Regularization=Functional
2026.02
0.187
0.0675
erm
Regularization=None
2026.02
0.308
0.0674
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