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Cauchy and the gradient method , volume=

5 Pith papers cite this work, alongside 3,227 external citations. Polarity classification is still indexing.

5 Pith papers citing it
3,227 external citations · OpenAlex

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2026 4 2025 1

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UNVERDICTED 5

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Polaron Transport in TiO$_{2}$ from Machine Learning Molecular Dynamics

cond-mat.mtrl-sci · 2026-06-01 · unverdicted · novelty 7.0

DeepPolaron ML-MD simulations show rutile electrons form Ti-localized polarons hopping along [001] with 39 meV barrier and 4.4e-2 cm2/Vs mobility, while anatase holes form O-localized polarons hopping to second neighbors with 139 meV barrier and 1.4e-3 cm2/Vs mobility.

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