High-Dimensional PDE Solving on BZ Burgers
0.2129RL2 ErrorFS-PINNs
Evaluation Results
| Method | Links | |
|---|---|---|
| FS-PINNsConstraint=Hard constraint2026.05 | 0.2129 | |
| Un-EM-BSDEConstraint=Hard constraint2026.05 | 0.2279 | |
| ShotgunConstraint=Hard constraint2026.05 | 0.2383 | |
| Heun-BSDEConstraint=Hard constraint2026.05 | 1.1885 | |
| EM-BSDEConstraint=Hard constraint2026.05 | 1.1912 | |
| Multi-Shot EM-BSDEConstraint=Hard constraint2026.05 | 1.1952 | |
| Un-EM-BSDEConstraint=Soft constraint2026.05 | 5.1778 | |
| Multi-Shot EM-BSDEConstraint=Soft constraint2026.05 | 5.3379 | |
| EM-BSDEConstraint=Soft constraint2026.05 | 5.3633 | |
| Heun-BSDEConstraint=Soft constraint2026.05 | 6.1697 | |
| ShotgunConstraint=Soft constraint2026.05 | 86.5295 | |
| FS-PINNsConstraint=Soft constraint2026.05 | 174.4345 |