PDE Solving on Reaction-Diffusion PDE (Gaussian N(pi, (pi/2)^2) IC)
0.025Absolute ErrorReptile
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| ReptileTraining Regime=Meta-learning2023.10 | 0.025 | 0.0427 | |
| MAMLTraining Regime=Meta-learning2023.10 | 0.031 | 0.0537 | |
| Hyper-LR-PINNTraining Regime=Meta-learning2023.10 | 0.0684 | 0.1168 | |
| PINN-RTraining Regime=No pre-training2023.10 | 0.1876 | 0.2777 | |
| PINNTraining Regime=No pre-training2023.10 | 0.19 | 0.2702 | |
| PINN-PTraining Regime=No pre-training2023.10 | 0.2201 | 0.3179 | |
| PINN-S2STraining Regime=No pre-training2023.10 | 0.4201 | 0.5346 |