High-Dimensional PDE Solving on PIDE (Partial Integro-Differential Equation)
0.0137RL2 ErrorFS-PINNs
Evaluation Results
| Method | Links | |
|---|---|---|
| FS-PINNsConstraint=Hard constraint2026.05 | 0.0137 | |
| Un-EM-BSDEConstraint=Hard constraint2026.05 | 0.0226 | |
| Multi-Shot EM-BSDEConstraint=Hard constraint2026.05 | 0.0245 | |
| EM-BSDEConstraint=Hard constraint2026.05 | 0.0374 | |
| Heun-BSDEConstraint=Hard constraint2026.05 | 0.1874 | |
| ShotgunConstraint=Hard constraint2026.05 | 0.4057 | |
| FS-PINNsConstraint=Soft constraint2026.05 | 0.4973 | |
| Heun-BSDEConstraint=Soft constraint2026.05 | 0.9199 | |
| Multi-Shot EM-BSDEConstraint=Soft constraint2026.05 | 1.0771 | |
| Un-EM-BSDEConstraint=Soft constraint2026.05 | 1.0878 | |
| EM-BSDEConstraint=Soft constraint2026.05 | 1.1094 | |
| ShotgunConstraint=Soft constraint2026.05 | 1.2072 |