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ResearchFormerly WizWand

Short-term PDE solution prediction on 1d-KS beta=40 (train)

0.0003Relative L2 ErrorIS-FNOo
0.0001640.0007440.0013250.001906Dec 22, 2025
Updated 8mo ago

Evaluation results

MethodLinks
IS-FNOoDimension=1D, Batch Size=5122025.120.0003
kFNOoDimension=1D, Batch Size=5122025.120.0004
kFNO*Dimension=1D, Batch Size=5122025.120.0007
IS-FNO'Dimension=1D, Batch Size=5122025.120.0019
IS-FNO*Dimension=1D, Batch Size=5122025.120.0019
kFNO'Dimension=1D, Batch Size=5122025.120.0022
FNODimension=1D, Batch Size=5122025.120.0024