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Operator Learning on Darcy interface problem nf=141, nc=43 (test)
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0.0084
Relative Error (x10^-2)
Fourier Transformer
0.008148
0.009716
0.011285
0.012854
May 31, 2021
Relative Error (x10^-2)
Updated 4d ago
Evaluation Results
Method
Method
Links
Relative Error (x10^-2)
Fourier Transformer
Normalization scheme=r...
2021.05
0.0084
Galerkin Transformer
Normalization scheme=G...
2021.05
0.0084
Fourier Transformer
Normalization scheme=G...
2021.05
0.0087
Linear Transformer (LT)
Normalization scheme=G...
2021.05
0.0088
Galerkin Transformer
Normalization scheme=r...
2021.05
0.0089
Softmax Transformer (ST)
Normalization scheme=G...
2021.05
0.0095
Linear Transformer (LT)
Normalization scheme=r...
2021.05
0.0102
Softmax Transformer (ST)
Normalization scheme=r...
2021.05
0.0108
FNO2d
Training scheduler=ori...
2021.05
0.0109
FNO2d
Training scheduler=1cy...
2021.05
0.0142
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