PDE Reconstruction on Advection-Diffusion synthetic (test)
0.103RMSELatentPDE-Enc
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| LatentPDE-EncInitialization=Encoder2026.04 | 0.103 | 1.57 | — | 0.056 | |
| 3D-VarPrior Selection=Lowest aggregate RMSE between MAP/Encoder2026.04 | 0.112 | 7.322 | 0.104 | — | |
| LatentPDE-MAPInitialization=MAP2026.04 | 0.128 | 2.442 | — | 0.087 | |
| EnKFPrior Selection=Lowest aggregate RMSE between MAP/Encoder2026.04 | 0.134 | 10.819 | — | 0.104 | |
| PINN2026.04 | 0.17 | 7.767 | 0.137 | — |