Inverse PDE Solving on 1D Burgers Equation
4.02Relative L2 ErrorAL-PINN
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| AL-PINNConstraint=✓, WT (s)=3342026.05 | 4.02 | 3.06 | 2.73 | 2.48 | 5.94 | |
| FL-PINNConstraint=✓, WT (s)=3342026.05 | 4.19 | 2.26 | 2.04 | 1.8 | 6.62 | |
| trSQP-PINNConstraint=✓, WT (s)=6212026.05 | 4.54 | 4.41 | 2.56 | 5.2 | 4.07 | |
| Standard PINNConstraint=✗, WT (s)=2482026.05 | 5.46 | 9 | 1 | 1 | 1.13 | |
| AdamFLIPConstraint=✓, WT (s)=3242026.05 | 5.74 | 2.9 | 3.5 | 2.11 | 1.2 |