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Conservation-law dynamics prediction on Shallow water
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0.0027
Relative L2 Error
SKNO
-0.015552
0.107649
0.23085
0.354051
May 17, 2025
Jul 15, 2025
Sep 12, 2025
Nov 10, 2025
Jan 8, 2026
Mar 8, 2026
May 6, 2026
Relative L2 Error
Relative L-infinity Error
Updated 1mo ago
Evaluation Results
Method
Method
Links
Relative L2 Error
Relative L-infinity Error
SKNO
Training Time=20.85 mi...
2025.05
0.0027
-
FNO
Training Time=11.43 mi...
2025.05
0.003
-
CNO
Training Time=49.26 mi...
2025.05
0.0085
-
Transolver
Training Time=128.64 m...
2025.05
0.0088
-
DISCO
Prediction type=Single...
2026.05
0.0585
0.246
DPOT
Prediction type=Single...
2026.05
0.0745
0.346
DeepONet
Training Time=8.59 min...
2025.05
0.0902
-
HFluxNO
Prediction type=Single...
2026.05
0.125
0.496
DISCO
Prediction type=Autore...
2026.05
0.335
0.94
HFluxNO
Prediction type=Autore...
2026.05
0.428
0.847
DPOT
Prediction type=Autore...
2026.05
0.459
0.977
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