Partial Differential Equation Solving on Linear Elasticity PDE Family 10 unseen tasks
0.0011Average MSE (10 Tasks)LAM-PINN
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| LAM-PINN2026.04 | 0.0011 | 0.0016 | 0.0007 | |
| DATS-w2026.04 | 0.0041 | 0.0065 | 0.0018 | |
| Hyper-LR-PINN2026.04 | 0.0043 | 0.0069 | 0.0016 | |
| P2INN2026.04 | 0.0118 | 0.0215 | 0.0021 | |
| MAD2026.04 | 0.0275 | 0.0408 | 0.0142 | |
| MAML2026.04 | 0.0291 | 0.0492 | 0.0091 | |
| ConML2026.04 | 0.0315 | 0.0595 | 0.0034 | |
| PINN-Transfermode=transfer2026.04 | 0.0354 | 0.0585 | 0.0123 | |
| PINN-scratchmode=scratch2026.04 | 0.0596 | 0.108 | 0.0112 |