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Dynamics prediction on DNLS homogeneous (N=4) (train)
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1.21
Training Loss
HNN
0.9208
2.8729
4.825
6.7771
Apr 26, 2026
Training Loss
Updated 1mo ago
Evaluation Results
Method
Method
Links
Training Loss
HNN
N=4, Duration=20 s, Av...
2026.04
1.21
NSSNN
N=4, Duration=20 s, Av...
2026.04
1.34
α-SGHN
N=4, Duration=20 s, Av...
2026.04
1.77
MLP
N=4, Duration=20 s, Av...
2026.04
2.41
G-SympNet
N=4, Duration=20 s, Av...
2026.04
6.11
LA-SympNet
N=4, Duration=20 s, Av...
2026.04
7.96
HGIN
N=4, Duration=20 s, Av...
2026.04
8.44
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