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ResearchFormerly WizWand

Solving Non-linear Problem on Example 2 epsilon = 2^-10

0.0001L2 ErrorW-PINN (Morlet)
-0.0559450.3220410.7000271.078012Sep 18, 2024
Updated 7mo ago

Evaluation results

MethodLinks
W-PINN (Morlet)Average Training Time=2m 13s2024.090.0001
W-PINN (Gaussian)Average Training Time=2m 27s2024.090.0001
W-PINN (Mexican hat)Average Training Time=2m 48s2024.090.0005
PIRBNAverage Training Time=3m 13s2024.090.016
Gabor PINNAverage Training Time=3m 42s2024.090.091
Wavelet Activation2024.090.34
PINN2024.091.4