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PDE Modeling on Shallow Water 2D
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0.0013
RMSE
MNO
-0.00208
0.020735
0.04355
0.066365
Oct 3, 2024
RMSE
nRMSE
RL2
Updated 1mo ago
Evaluation Results
Method
Method
Links
RMSE
nRMSE
RL2
MNO
Type=Mamba, Base Archi...
2024.10
0.0013
0.0013
0.0014
OFormer
Type=Normalised
2024.10
0.002
0.002
0.0021
MNO
Type=Mamba, Base Archi...
2024.10
0.0021
0.0021
0.0022
MNO
Type=Mamba, Base Archi...
2024.10
0.0023
0.0022
0.0024
GNOT
Type=Galerkin
2024.10
0.0026
0.0025
0.0027
DeepONet
Type=Non-Transformer
2024.10
0.0027
0.0026
0.0027
G.T.
Type=Galerkin
2024.10
0.0037
0.0035
0.0038
FNO
Type=Non-Transformer
2024.10
0.0046
0.0044
0.0048
UNet
Type=Non-Transformer
2024.10
0.0858
0.0824
0.0914
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