Physical Inversion on Subsurface Characterization Darcy flow and advection-diffusion Sparse: 256 (test)
0.022RMSEPIS
Evaluation results
| Method | Links | ||
|---|---|---|---|
| PISObservation budget=256 (Sparse)2025.12 | 0.022 | 0.699 | |
| PINNObservation budget=256 (Sparse)2025.12 | 0.164 | 0.172 | |
| Flow MatchingObservation budget=256 (Sparse)2025.12 | 0.359 | 0.152 | |
| NIOObservation budget=256 (Sparse)2025.12 | 0.449 | 0.087 | |
| FNOObservation budget=256 (Sparse)2025.12 | 1.782 | 0.026 |