Physical Inversion on Subsurface Characterization Darcy flow and advection-diffusion Sparse: 64 (test)
0.029RMSEPIS
Evaluation results
| Method | Links | ||
|---|---|---|---|
| PISObservation budget=64 (Sparse)2025.12 | 0.029 | 0.537 | |
| PINNObservation budget=64 (Sparse)2025.12 | 0.16 | 0.167 | |
| Flow MatchingObservation budget=64 (Sparse)2025.12 | 0.356 | 0.189 | |
| NIOObservation budget=64 (Sparse)2025.12 | 0.435 | 0.11 | |
| FNOObservation budget=64 (Sparse)2025.12 | 0.963 | 0.076 |