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Benchmarks
Solving 1D advection-diffusion equation on Example 1 epsilon = 2^-7
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0.0005
L2 Error
W-PINN
-0.033449
0.195908
0.425265
0.654622
Sep 18, 2024
L2 Error
Training Time
Updated 24d ago
Evaluation Results
Method
Method
Links
L2 Error
Training Time
W-PINN
Activation=Gaussian
2024.09
0.0005
18
W-PINN
Activation=Morlet
2024.09
0.0008
1
W-PINN
Activation=Mexican hat
2024.09
0.0009
23
Gabor PINN
2024.09
0.087
4
PIRBN
2024.09
0.81
-
PINN
2024.09
0.83
-
Wavelet Activation
2024.09
0.85
-
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