Dynamics prediction on DNLS homogeneous (N=4) (train)
1.21Training LossHNN
Evaluation results
| Method | Links | |
|---|---|---|
| HNNN=4, Duration=20 s, Averaged Trajectories=302026.04 | 1.21 | |
| NSSNNN=4, Duration=20 s, Averaged Trajectories=302026.04 | 1.34 | |
| α-SGHNN=4, Duration=20 s, Averaged Trajectories=302026.04 | 1.77 | |
| MLPN=4, Duration=20 s, Averaged Trajectories=302026.04 | 2.41 | |
| G-SympNetN=4, Duration=20 s, Averaged Trajectories=302026.04 | 6.11 | |
| LA-SympNetN=4, Duration=20 s, Averaged Trajectories=302026.04 | 7.96 | |
| HGINN=4, Duration=20 s, Averaged Trajectories=302026.04 | 8.44 |