Physical Inversion on Subsurface Characterization Darcy flow and advection-diffusion Sparse: 16 (test)
0.041RMSEPIS
Evaluation results
| Method | Links | ||
|---|---|---|---|
| PISObservation budget=16 (Sparse)2025.12 | 0.041 | 0.337 | |
| PINNObservation budget=16 (Sparse)2025.12 | 0.158 | 0.159 | |
| Flow MatchingObservation budget=16 (Sparse)2025.12 | 0.332 | 0.369 | |
| NIOObservation budget=16 (Sparse)2025.12 | 0.371 | 0.313 | |
| FNOObservation budget=16 (Sparse)2025.12 | 0.669 | 0.195 |