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ResearchFormerly WizWand

Spatial super-resolution on Burgers spatial super-resolution (test)

2.488NRMSEMFFM (cascade)
0.0711216.3850632.69949.01294May 15, 2026
Updated 5mo ago

Evaluation results

MethodLinks
MFFM (cascade)Input=LF solution2026.052.488
FNO (residual)Input=LF solution2026.056.595
F-FNOInput=LF solution2026.058.879
FNO (direct)Input=xi2026.0510.99
DeepONet (residual)Input=LF solution2026.0512.69
CNOInput=LF solution2026.0513.76
PDE-RefinerInput=LF solution2026.0514.39
Bilinear2026.0515.41
DeepONet (direct)Input=xi2026.0562.91