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Dynamical systems reconstruction on Lorenz-96 20d
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1.59
Dstsp
SINDy
1.3656
2.8803
4.395
5.9097
Oct 18, 2024
Dstsp
DH
Updated 4d ago
Evaluation Results
Method
Method
Links
Dstsp
DH
SINDy
Number of parameters=4620
2024.10
1.59
0.06
AL-RNN
Teacher Forcing=identi...
2024.10
1.64
0.089
dendPLRNN
Teacher Forcing=identi...
2024.10
1.65
0.083
shPLRNN
Teacher Forcing=genera...
2024.10
1.68
0.072
Neural-ODE
Number of parameters=4530
2024.10
1.77
0.076
Reservoir Computer
Number of parameters=1...
2024.10
2.4
0.14
LSTM-TBPTT
Number of parameters=1...
2024.10
5
0.31
Long Expressive Memory
Number of parameters=4620
2024.10
7.2
0.54
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