PDE Reconstruction on Advection-Diffusion homogeneous case (test)
0.08RMSELatentPDE-MAP
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| LatentPDE-MAPPrior=MAP2026.04 | 0.08 | 1.049 | — | 0.058 | |
| LatentPDE-EncPrior=Encoder2026.04 | 0.082 | 1.092 | — | 0.062 | |
| EnKFPrior selection=Lowest aggregate RMSE between MAP/Encoder2026.04 | 0.082 | 12.5 | — | 0.064 | |
| 3D-VarPrior selection=Lowest aggregate RMSE between MAP/Encoder2026.04 | 0.131 | 9.012 | 0.069 | — | |
| PINN2026.04 | 0.169 | 8.224 | 0.136 | — |