mCGCNN vs CHGNet magnetic moment benchmark

Name: mCGCNN vs CHGNet magnetic moment benchmark
Creator: mmoderwell
License: https://en.wikipedia.org/wiki/All_rights_reserved

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Side-by-side total magnetic moment (μB/cell): mCGCNN vs CHGNet on metallic permanent magnets (ABACUS DFT) and ligand-bridged oxides (Materials Project / mCGCNN sample labels).

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mCGCNN vs CHGNet: metals lose, oxides compete
Metals: CHGNet MAE 0.20 μB. Ligand oxides: mCGCNN competitive (wins SrRuO3/CrO2/EuO). Not a wrapper bug — domain mismatch.

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