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Dynamics prediction on DNLS with heterogeneous node dynamics (test)
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1.13
Test Loss
HNN
0.7828
3.1264
5.47
7.8136
Apr 26, 2026
Test Loss
Energy MSE
Updated 1mo ago
Evaluation Results
Method
Method
Links
Test Loss
Energy MSE
HNN
2026.04
1.13
6.79
HGIN
2026.04
1.21
2.01
G-SympNet
2026.04
1.47
7.88
LA-SympNet
2026.04
1.48
1.96
α-SGHN
2026.04
4.82
6.06
MLP
2026.04
6.61
1.68
NSSNN
2026.04
9.81
1.98
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