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Operator Learning on viscous Burgers' equation n=512
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0.0011
Relative Error
Fourier Transformer
0.000548
0.004508
0.008468
0.012427
May 31, 2021
Dec 20, 2021
Jul 11, 2022
Jan 31, 2023
Aug 22, 2023
Mar 12, 2024
Oct 2, 2024
Relative Error
Updated 1mo ago
Evaluation Results
Method
Method
Links
Relative Error
Fourier Transformer
Normalization scheme=G...
2021.05
0.0011
Linear Transformer
Normalization scheme=G...
2021.05
0.0011
Galerkin Transformer
Normalization scheme=G...
2021.05
0.0012
Softmax Transformer
Normalization scheme=G...
2021.05
0.0013
Fourier Transformer
Normalization scheme=R...
2021.05
0.0014
Leray-Schauder
2024.10
0.0017
ANIE
2024.10
0.0017
Linear Transformer
Normalization scheme=R...
2021.05
0.0018
Softmax Transformer
Normalization scheme=R...
2021.05
0.0019
Galerkin Transformer
Normalization scheme=R...
2021.05
0.0022
FNO1d
Scheduler=1cycle, Epoc...
2021.05
0.0044
FNO1d
Scheduler=Step, Epochs...
2021.05
0.0158
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