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Solving 1D advection-diffusion equation on Example 1 epsilon = 2^-4
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0
L2 Error
W-PINN
0.000018
0.000068
0.000118
0.000167
Sep 18, 2024
L2 Error
Average Training Time
Updated 24d ago
Evaluation Results
Method
Method
Links
L2 Error
Average Training Time
W-PINN
Activation=Gaussian
2024.09
0
23
Wavelet Activation
2024.09
0
52
W-PINN
Activation=Morlet
2024.09
0.0001
1
PINN
2024.09
0.0001
1
W-PINN
Activation=Mexican hat
2024.09
0.0001
48
PIRBN
2024.09
0.0001
2
Gabor PINN
2024.09
0.0002
3
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