Inverse PDE Problem Solving on Heat-3D
1Success RateD-IPG
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| D-IPGAblation=+JCP2026.05 | 1 | 5 | 0.0635 | 0.0332 | 0.1812 | |
| D-IPGAblation=-JCP2026.05 | 1 | 5 | 0.0577 | 0.0303 | 0.5909 | |
| LM2026.05 | 1 | 6 | 0.0644 | 0.8163 | — | |
| GN2026.05 | 0.2875 | 7 | 0.3337 | 1.1492 | — | |
| Gradient Descent2026.05 | 0 | 80 | 0.1242 | 0.3372 | — |