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ResearchFormerly WizWand

PDE solving on Poisson–Dirichlet

8.77Relative L2 ErrorQuadNorm
8.63529.545110.45511.3649May 8, 2026
Updated 5mo ago

Evaluation results

MethodLinks
QuadNormResolution=32^2, Resolution Scale=native, Architecture=Galerkin Transformer, Training Resolution=32^2, Domain Type=nonperiodic2026.058.77
BlendQuadNormResolution=32^2, Resolution Scale=native, Architecture=Galerkin Transformer, Training Resolution=32^2, Domain Type=nonperiodic2026.058.95
BlendQuadNormResolution=64^2, Resolution Scale=2×, Architecture=Galerkin Transformer, Training Resolution=32^2, Domain Type=nonperiodic2026.059.24
BlendQuadNormResolution=128^2, Resolution Scale=4×, Architecture=Galerkin Transformer, Training Resolution=32^2, Domain Type=nonperiodic2026.059.47
QuadNormResolution=64^2, Resolution Scale=2×, Architecture=Galerkin Transformer, Training Resolution=32^2, Domain Type=nonperiodic2026.059.99
NoneResolution=32^2, Resolution Scale=native, Architecture=Galerkin Transformer, Training Resolution=32^2, Domain Type=nonperiodic2026.0510.54
NoneResolution=64^2, Resolution Scale=2×, Architecture=Galerkin Transformer, Training Resolution=32^2, Domain Type=nonperiodic2026.0511.05
QuadNormResolution=128^2, Resolution Scale=4×, Architecture=Galerkin Transformer, Training Resolution=32^2, Domain Type=nonperiodic2026.0511.21
LayerNormResolution=32^2, Resolution Scale=native, Architecture=Galerkin Transformer, Training Resolution=32^2, Domain Type=nonperiodic2026.0511.41
NoneResolution=128^2, Resolution Scale=4×, Architecture=Galerkin Transformer, Training Resolution=32^2, Domain Type=nonperiodic2026.0511.56
LayerNormResolution=64^2, Resolution Scale=2×, Architecture=Galerkin Transformer, Training Resolution=32^2, Domain Type=nonperiodic2026.0511.8
LayerNormResolution=128^2, Resolution Scale=4×, Architecture=Galerkin Transformer, Training Resolution=32^2, Domain Type=nonperiodic2026.0512.14