Equation Discovery on Lorenz 96 Noise Levels: 0%, 1%, 10% (large) ODE
1MpBSL
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| BSLTraining Cost=~ 1654(+438)s2022.10 | 1 | 0.269 | 1.47 | 13 | 1 | |
| RVMTraining Cost=~ 25s2022.10 | 1 | 0.4 | 0.6 | 49.7 | 1 | |
| BSLTraining Cost=~1654(+438)s2022.10 | 1 | 0.269 | 1.47 | 13 | 1 | |
| RVMTraining Cost=~25s2022.10 | 1 | 0.4 | 0.6 | 49.7 | 1 | |
| SINDyTraining Cost=~ 10s2022.10 | 0.75 | 0.4 | 0.64 | — | 1 | |
| SINDyTraining Cost=~10s2022.10 | 0.75 | 0.4 | 0.64 | — | 1 | |
| PINN-SRTraining Cost=~ 10788s2022.10 | 0.5 | — | — | — | 0.22 | |
| PINN-SRTraining Cost=~10788s2022.10 | 0.5 | — | — | — | 0.22 |