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Transformer-inspired architectures make machine-learned electron densities accurate and transferable enough to bypass self-consistency

We introduce machine learning models that accurately predict the electron density, the central variable of density functional theory.

Explainer · on the wire

The explainer for this story is still on the wire.

The claim, the mechanism, and the figures land here once generated.

Source · arXiv

arxiv.org/abs/2610.39687physics.chem-ph · cs.LG · physics.comp-ph

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