Parameter Estimation on Morris-Lecar SNIC 5% noise (test)
0.8gL Relative ErrorUKF
Evaluation results
| Method | Links | ||||||||
|---|---|---|---|---|---|---|---|---|---|
| UKFInitial Guess Strategy=g: Homoclinic2026.02 | 0.8 | 0.1 | 0.5 | 0.2 | 1.3 | 0.2 | 0.1 | 0.1 | |
| 4D-VarInitial Guess Strategy=g: Hopf2026.02 | 1.8 | 1.1 | 1.1 | 1.2 | 5.3 | 0.4 | 3 | 0.1 | |
| 4D-VarInitial Guess Strategy=g: Homoclinic2026.02 | 2.3 | 0.2 | 1.6 | 2.3 | 8.1 | 0.2 | 1.7 | 0.5 | |
| PINNInitial Guess Strategy=g: 12026.02 | 5.3 | 0.6 | 1.8 | 1.8 | 5 | 0.3 | 0.6 | 4.7 | |
| PINNInitial Guess Strategy=g: Hopf2026.02 | 5.8 | 0.9 | 1.9 | 1.9 | 4.8 | 0.3 | 0.9 | 5.1 | |
| PINNInitial Guess Strategy=g: Homoclinic2026.02 | 5.9 | 1 | 1.9 | 1.9 | 4.8 | 0.4 | 1 | 5.2 | |
| UKFInitial Guess Strategy=g: Hopf2026.02 | 64.5 | 8.4 | 2.9 | 63 | 3.1 | 2.2 | 81.6 | 70.5 |