Parameter Recovery and Trajectory Prediction on Lotka-Volterra In-distribution
0.0008Trajectory MSEPINN
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| PINNParams=8,5822026.05 | 0.0008 | 7.79 | 7.21 | 2.22 | 1.48 | |
| CompiledParams=42026.05 | 0.0024 | 0.67 | 0.59 | 1.08 | 0.23 | |
| Hand-codedParams=42026.05 | 0.0024 | 0.67 | 0.59 | 1.08 | 0.23 | |
| MLPParams=8,6422026.05 | 0.0049 | — | — | — | — | |
| Neural ODEParams=8,6422026.05 | 0.0049 | — | — | — | — |