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Dynamics Prediction on Duffing oscillator noise level σ=0
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1.11
MSE (acceleration)
S³NODE
0.8816
2.4233
3.965
5.5067
Jun 23, 2025
MSE (acceleration)
MSE (displacement)
MSE (velocity)
Updated 1mo ago
Evaluation Results
Method
Method
Links
MSE (acceleration)
MSE (displacement)
MSE (velocity)
S³NODE
Noise level=0
2025.06
1.11
1.45
4.53
ARX
Noise level=0
2025.06
1.22
5.87
2.12
SONODE
Noise level=0
2025.06
1.52
1.01
9.46
ANODE
Noise level=0
2025.06
3.15
9.95
6.06
SKANODE
Noise level=0
2025.06
3.29
2.81
1.31
Numerical
Noise level=0
2025.06
3.37
2.69
1.06
NARX
Noise level=0
2025.06
6.82
6.13
4.65
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