Physical Inversion on Subsurface Characterization Darcy flow and advection-diffusion Sparse: 32 (test)
0.034RMSEPIS
Evaluation results
| Method | Links | ||
|---|---|---|---|
| PISObservation budget=32 (Sparse)2025.12 | 0.034 | 0.436 | |
| PINNObservation budget=32 (Sparse)2025.12 | 0.159 | 0.162 | |
| Flow MatchingObservation budget=32 (Sparse)2025.12 | 0.346 | 0.254 | |
| NIOObservation budget=32 (Sparse)2025.12 | 0.405 | 0.177 | |
| FNOObservation budget=32 (Sparse)2025.12 | 0.78 | 0.126 |