Parameter Identification on Lotka-Volterra model Time [40, 60]
1.488Squared Error (α)RAA-PINNs
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| RAA-PINNsTime=[40, 60]2026.04 | 1.488 | 7.744 | 1.613 | 9.985 | |
| PINNs-EM-GMMTime=[40, 60]2026.04 | 1.555 | 6.627 | 1.479 | 9.451 | |
| AGM-PELTTime=[40, 60]2026.04 | 1.818 | 1.014 | 2.053 | 1.215 |