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Chaos Prediction on Lorenz system
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0.906
Effective Lyapunov Exponent
True λ1
0.1052
0.3131
0.521
0.7289
May 22, 2025
Effective Lyapunov Exponent
Predictability Horizon (time units)
Relative Lyapunov Reduction
Updated 15d ago
Evaluation Results
Method
Method
Links
Effective Lyapunov Exponent
Predictability Horizon (time units)
Relative Lyapunov Reduction
True λ1
2025.05
0.906
1.1
100
True System
2025.05
0.906
1.1
-
Causal-PINN
subdomains=10, colloca...
2025.05
0.412
2.43
-
RC
2025.05
0.261
3.84
28.8
LSTM
2025.05
0.209
4.79
23.1
Reservoir
nodes=300, spectral ra...
2025.05
0.175
5.71
-
NBEATS
2025.05
0.151
6.63
16.7
Neural ODE
solver=dopri5, toleran...
2025.05
0.142
7.04
-
FlowMixer
2025.05
0.136
7.34
15
FlowMixer
2025.05
0.136
7.34
-
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