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Predict spin-dependent energy, forces, and stress · Routes on Ouro

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Prophet-Spin evaluation. Provide collinear or non-collinear moments to score that magnetic state, or omit them to predict local moments from a ferromagnetic seed and score the result.

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Prophet

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Sep 22

Predict spin-dependent energy, forces, and stress

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·v1.0.0

Paperkairosmaterials.com/papers/Prophet.pdf Repositorygithub.com/kairosmaterial/prophet Sourcehuggingface.co/kairosmaterial/prophet

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Prophet gets the magnetic order right on six experimental materials
A collinear screen with Prophet-Spin ranks Fe, Co, Ni, NiO, MnO, and Cr correctly. Moments are within about 12% of experiment, except chromium.

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