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Solving Non-linear Problem on Example 2 epsilon = 2^-4
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0
L2 Error
W-PINN (Gaussian)
0.000008
0.000112
0.000217
0.000321
Sep 18, 2024
L2 Error
Updated 24d ago
Evaluation Results
Method
Method
Links
L2 Error
W-PINN (Gaussian)
Average Training Time=48s
2024.09
0
PIRBN
Average Training Time=85s
2024.09
0
PINN
Average Training Time=31s
2024.09
0.0001
W-PINN (Mexican hat)
Average Training Time=51s
2024.09
0.0002
Wavelet Activation
Average Training Time=58s
2024.09
0.0002
Gabor PINN
Average Training Time=55s
2024.09
0.0003
W-PINN (Morlet)
Average Training Time=...
2024.09
0.0004
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