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Operator Learning on viscous Burgers' equation n=8192

0.001Relative Error (x10^-3)

Galerkin Transformer

Updated 4d ago

Evaluation Results

Method	Links
Galerkin Transformer 2021.05		0.001
Fourier Transformer 2021.05		0.0011
Fourier Transformer 2021.05		0.0012
Linear Transformer 2021.05		0.0012
Softmax Transformer 2021.05		0.0013
Linear Transformer 2021.05		0.0016
Softmax Transformer 2021.05		0.002
Galerkin Transformer 2021.05		0.0027
FNO1d 2021.05		0.0042
FNO1d 2021.05		0.0139