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Dynamics prediction on DNLS homogeneous N=32 (train)
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1.02
Training Loss
HGIN
0.672
3.021
5.37
7.719
Apr 26, 2026
Training Loss
Updated 1mo ago
Evaluation Results
Method
Method
Links
Training Loss
HGIN
N=32, Duration=20 s, A...
2026.04
1.02
MLP
N=32, Duration=20 s, A...
2026.04
1.04
α-SGHN
N=32, Duration=20 s, A...
2026.04
1.3
G-SympNet
N=32, Duration=20 s, A...
2026.04
1.39
NSSNN
N=32, Duration=20 s, A...
2026.04
2.06
HNN
N=32, Duration=20 s, A...
2026.04
2.65
LA-SympNet
N=32, Duration=20 s, A...
2026.04
9.72
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