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Dynamical System Identification on Harmonic Oscillator
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1
Derivative R2
AutoSINDy
0.584
0.692
0.8
0.908
May 10, 2026
Derivative R2
Simulation R2
Derivative MSE
Simulation MSE
Identification Score
Recovery Rate
Updated 22d ago
Evaluation Results
Method
Method
Links
Derivative R2
Simulation R2
Derivative MSE
Simulation MSE
Identification Score
Recovery Rate
AutoSINDy
2026.05
1
1
0
0
4
100
Standard PySR
2026.05
0.929
-0.928
0.024
0.191
5
16.7
Standard SINDy
2026.05
0.6
0.272
0.136
0.071
68.5
40
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