Dynamical Identification on Duffing Video
92AUCTeacher (CL+NODE)
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| Teacher (CL+NODE)Physics consistency=false2026.05 | 92 | 93 | |
| Student (CIPHER)Physics consistency=true2026.05 | 91 | 92 | |
| CL+pHNN (One-stage)Physics consistency=true2026.05 | 90 | 93 | |
| Mamba-3Physics consistency=false2026.05 | 54 | 36 | |
| DCLPhysics consistency=false2026.05 | 26 | 15 | |
| GRU pHNNPhysics consistency=true2026.05 | 0 | 0 |