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Spatiotemporal PDE Solving on Fisher-KPP

0.0003MSEDGNet
-0.0036910.0229690.049630.07629Mar 2, 2026

Evaluation results

MethodLinks
DGNetTraining Regime=limited-trajectory2026.030.00032.38
MGNTraining Regime=limited-trajectory2026.030.003714.48
PhyMPGNTraining Regime=limited-trajectory2026.030.01592.7
DeepONetTraining Regime=limited-trajectory2026.030.030541.81
BENOTraining Regime=limited-trajectory2026.030.062659.89
MP-PDETraining Regime=limited-trajectory2026.030.09975.3