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ResearchFormerly WizWand

PDE Solving on Reaction-Diffusion PDE (Gaussian N(pi, (pi/2)^2) IC)

0.025Absolute ErrorReptile
0.0091960.1158730.222550.329227Oct 14, 2023
Updated 8mo ago

Evaluation results

MethodLinks
ReptileTraining Regime=Meta-learning2023.100.0250.0427
MAMLTraining Regime=Meta-learning2023.100.0310.0537
Hyper-LR-PINNTraining Regime=Meta-learning2023.100.06840.1168
PINN-RTraining Regime=No pre-training2023.100.18760.2777
PINNTraining Regime=No pre-training2023.100.190.2702
PINN-PTraining Regime=No pre-training2023.100.22010.3179
PINN-S2STraining Regime=No pre-training2023.100.42010.5346