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Metamaterial property-to-structure mapping on 2D periodic families library (test)

0.0001Median Error (Scaled L2)CertMix
-0.0251360.1452070.315550.485893Jul 5, 2026

Evaluation results

MethodLinks
CertMixTrain cells=502026.070.0001
Nearest exemplarTrain cells=10002026.070.0381
Conditional VAETrain cells=10002026.070.0683
Learned weights (DNI)Train cells=502026.070.1191
Conditional diffusionTrain cells=10002026.070.631