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Chaotic system prediction on Lorenz (test)
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0.065
RMSE (128 steps)
Reservoir
0.0492
0.15585
0.2625
0.36915
May 22, 2025
RMSE (128 steps)
RMSE (512 steps)
RMSE (1024 steps)
Updated 15d ago
Evaluation Results
Method
Method
Links
RMSE (128 steps)
RMSE (512 steps)
RMSE (1024 steps)
Reservoir
nodes=300, spectral ra...
2025.05
0.065
0.32
0.43
Neural ODE
solver=dopri5, toleran...
2025.05
0.075
0.31
0.44
FlowMixer
2025.05
0.12
0.3
0.42
NBEATS
2025.05
0.15
0.38
0.47
Causal-PINN
temporal subdomains=10...
2025.05
0.46
0.66
1.43
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