Equation Discovery on Convection-Diffusion Equation 0.1% noise
0MSE (True Data)BLADE
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| BLADENoise Level=0.1%, Sampling Strategy=reSGLD2025.03 | 0 | 0.0009 | -1,093,000 | |
| BLADENoise Level=0.1%, Sampling Strategy=cyclical SGMCMC2025.03 | 0 | 0.0015 | -1,092,000 | |
| BLADENoise Level=0.1%, Sampling Strategy=SGLD2025.03 | 0 | 0.0051 | -1,089,000 | |
| UQ-SINDyNoise Level=0.1%2025.03 | 0 | 11.23 | -1,087,000 | |
| SINDyNoise Level=0.1%2025.03 | 0.0004 | — | -800,600 | |
| SGNNoise Level=0.1%2026.03 | 1.68 | — | — | |
| PDE-Net 2.0Noise Level=0.1%2026.03 | 5.36 | — | — |