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ResearchFormerly WizWand

PDE solving on Cavity flow

1.3Relative L2 ErrorBlendQuadNorm
1.10322.43163.765.0884May 8, 2026
Updated 5mo ago

Evaluation results

MethodLinks
BlendQuadNormResolution=32^2, Resolution Scale=native, Architecture=Galerkin Transformer, Training Resolution=32^2, Domain Type=nonperiodic2026.051.3
QuadNormResolution=32^2, Resolution Scale=native, Architecture=Galerkin Transformer, Training Resolution=32^2, Domain Type=nonperiodic2026.051.41
NoneResolution=32^2, Resolution Scale=native, Architecture=Galerkin Transformer, Training Resolution=32^2, Domain Type=nonperiodic2026.051.63
LayerNormResolution=32^2, Resolution Scale=native, Architecture=Galerkin Transformer, Training Resolution=32^2, Domain Type=nonperiodic2026.051.85
BlendQuadNormResolution=64^2, Resolution Scale=2×, Architecture=Galerkin Transformer, Training Resolution=32^2, Domain Type=nonperiodic2026.052.32
NoneResolution=64^2, Resolution Scale=2×, Architecture=Galerkin Transformer, Training Resolution=32^2, Domain Type=nonperiodic2026.052.89
BlendQuadNormResolution=128^2, Resolution Scale=4×, Architecture=Galerkin Transformer, Training Resolution=32^2, Domain Type=nonperiodic2026.052.89
NoneResolution=128^2, Resolution Scale=4×, Architecture=Galerkin Transformer, Training Resolution=32^2, Domain Type=nonperiodic2026.053.38
QuadNormResolution=64^2, Resolution Scale=2×, Architecture=Galerkin Transformer, Training Resolution=32^2, Domain Type=nonperiodic2026.054.44
LayerNormResolution=64^2, Resolution Scale=2×, Architecture=Galerkin Transformer, Training Resolution=32^2, Domain Type=nonperiodic2026.054.73
LayerNormResolution=128^2, Resolution Scale=4×, Architecture=Galerkin Transformer, Training Resolution=32^2, Domain Type=nonperiodic2026.055.41
QuadNormResolution=128^2, Resolution Scale=4×, Architecture=Galerkin Transformer, Training Resolution=32^2, Domain Type=nonperiodic2026.056.22