Velocity and pressure field prediction on Pipe Flow
0.125MSEUniPINN
Evaluation Results
| Method | Links | |
|---|---|---|
| UniPINN2026.03 | 0.125 | |
| AL-PINN2026.03 | 0.191 | |
| LAAF-PINN2026.03 | 0.226 | |
| KIH-PINN2026.03 | 0.241 | |
| DNN2026.03 | 0.28 | |
| Standard PINN2026.03 | 0.336 | |
| GPR2026.03 | 0.397 | |
| MMPDE-Net2026.03 | 0.426 | |
| Linear Regression2026.03 | 0.579 |