Physical Inversion on Subsurface Characterization Darcy flow and advection-diffusion Sparse: 12 (test)
0.042RMSEPIS
Evaluation results
| Method | Links | ||
|---|---|---|---|
| PISObservation budget=12 (Sparse)2025.12 | 0.042 | 0.336 | |
| PINNObservation budget=12 (Sparse)2025.12 | 0.158 | 0.158 | |
| Flow MatchingObservation budget=12 (Sparse)2025.12 | 0.324 | 0.435 | |
| NIOObservation budget=12 (Sparse)2025.12 | 0.366 | 0.388 | |
| FNOObservation budget=12 (Sparse)2025.12 | 0.643 | 0.229 |