PDE Reconstruction on Navier-Stokes 3% uniformly random measurements
6.38Coefficient Relative L2 ErrorAmbient Flow
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| Ambient FlowPartial Obs. Training=true, NFE=42026.02 | 6.38 | 0.96 | |
| Ambient FlowPartial Obs. Training=true, NFE=162026.02 | 6.38 | 0.96 | |
| Ambient FlowPartial Obs. Training=true, NFE=12026.02 | 6.41 | 0.98 | |
| FunDPSPartial Obs. Training=false, NFE=5002026.02 | 8.48 | 3.32 | |
| DiffusionPDEPartial Obs. Training=false, NFE=20002026.02 | 9.63 | 3.78 | |
| FunDPSPartial Obs. Training=false, NFE=2002026.02 | 9.87 | 3.99 | |
| FNOPartial Obs. Training=false2026.02 | 96 | 101.4 | |
| PINOPartial Obs. Training=false2026.02 | 96 | 101.4 | |
| DeepONetPartial Obs. Training=false2026.02 | 97.2 | 103.2 | |
| PINNPartial Obs. Training=false2026.02 | 146.8 | 142.7 |