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Benchmarks
Solving 1D advection-diffusion equation on Example 1 epsilon = 2^-10
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0.0031
L2 Error
W-PINN
-0.030776
0.197887
0.42655
0.655213
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
0.0031
38
W-PINN
Activation=Morlet
2024.09
0.0031
1
W-PINN
Activation=Mexican hat
2024.09
0.0042
42
PINN
2024.09
0.84
-
Wavelet Activation
2024.09
0.85
-
PIRBN
2024.09
0.85
-
Gabor PINN
2024.09
0.85
-
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