Solving parameterized PDEs on Convection-Diffusion-Reaction (Conv-Diff-Reac) PDE (β, ν, ρ ∈ [1, 5]) (test)
1.44Relative ErrorMAML
Evaluation results
| Method | Links | |
|---|---|---|
| MAMLTraining paradigm=Meta-learning2023.10 | 1.44 | |
| Hyper-LR-PINNTraining paradigm=Meta-learning2023.10 | 3.29 | |
| ReptileTraining paradigm=Meta-learning2023.10 | 7.01 | |
| PINNTraining paradigm=No pre-training2023.10 | 22.1 | |
| PINN-PTraining paradigm=No pre-training2023.10 | 23.08 | |
| PINN-S2STraining paradigm=No pre-training2023.10 | 59.83 |