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ResearchFormerly WizWand

Linear Heat Dynamics Prediction on Tent Graphon

0.003Transfer ErrorGNDEs
0.00220.00760.0130.0184Jun 25, 2026
Updated 4mo ago

Evaluation results

MethodLinks
GNDEsTarget graph size (n)=128, Sparsity regime (alpha)=1, Source graph size (n_src)=162026.060.003
GNDEsTarget graph size (n)=256, Sparsity regime (alpha)=1, Source graph size (n_src)=162026.060.003
GNDEsTarget graph size (n)=512, Sparsity regime (alpha)=1, Source graph size (n_src)=162026.060.003
GNDEsTarget graph size (n)=1024, Sparsity regime (alpha)=1, Source graph size (n_src)=162026.060.003
GNDEsTarget graph size (n)=16, Source graph size (n_src)=162026.060.004
GNDEsTarget graph size (n)=512, Sparsity regime (alpha)=n^-1/2, Source graph size (n_src)=162026.060.004
GNDEsTarget graph size (n)=1024, Sparsity regime (alpha)=n^-1/2, Source graph size (n_src)=162026.060.004
GNDEsTarget graph size (n)=256, Sparsity regime (alpha)=n^-1/2, Source graph size (n_src)=162026.060.005
GNDEsTarget graph size (n)=128, Sparsity regime (alpha)=n^-1/2, Source graph size (n_src)=162026.060.006
GNDEsTarget graph size (n)=256, Sparsity regime (alpha)=1, Source graph size (n_src)=162026.060.018
GNDEsTarget graph size (n)=512, Sparsity regime (alpha)=1, Source graph size (n_src)=162026.060.018
GNDEsTarget graph size (n)=1024, Sparsity regime (alpha)=1, Source graph size (n_src)=162026.060.018
GNDEsTarget graph size (n)=128, Sparsity regime (alpha)=1, Source graph size (n_src)=162026.060.019
GNDEsTarget graph size (n)=1024, Sparsity regime (alpha)=n^-1/2, Source graph size (n_src)=162026.060.019
GNDEsTarget graph size (n)=512, Sparsity regime (alpha)=n^-1/2, Source graph size (n_src)=162026.060.02
GNDEsTarget graph size (n)=256, Sparsity regime (alpha)=n^-1/2, Source graph size (n_src)=162026.060.021
GNDEsTarget graph size (n)=16, Source graph size (n_src)=162026.060.022
GNDEsTarget graph size (n)=128, Sparsity regime (alpha)=n^-1/2, Source graph size (n_src)=162026.060.023