High-Dimensional PDE Solving on AC (Allen-Cahn)
0.0034RL2 ErrorUn-EM-BSDE
Evaluation Results
| Method | Links | |
|---|---|---|
| Un-EM-BSDEConstraint=Hard constraint2026.05 | 0.0034 | |
| Multi-Shot EM-BSDEConstraint=Hard constraint2026.05 | 0.0113 | |
| ShotgunConstraint=Hard constraint2026.05 | 0.0136 | |
| Un-EM-BSDEConstraint=Soft constraint2026.05 | 0.0147 | |
| Multi-Shot EM-BSDEConstraint=Soft constraint2026.05 | 0.0206 | |
| FS-PINNsConstraint=Hard constraint2026.05 | 0.0301 | |
| FS-PINNsConstraint=Soft constraint2026.05 | 0.0325 | |
| EM-BSDEConstraint=Hard constraint2026.05 | 0.04 | |
| EM-BSDEConstraint=Soft constraint2026.05 | 0.0462 | |
| Heun-BSDEConstraint=Soft constraint2026.05 | 0.0774 | |
| Heun-BSDEConstraint=Hard constraint2026.05 | 0.0912 | |
| ShotgunConstraint=Soft constraint2026.05 | 0.0951 |