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Gia-Wei Chern

Machine learning approach for vibronically renormalized electronic band structures

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Sep 03, 2024
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Kinetics of orbital ordering in cooperative Jahn-Teller models: Machine-learning enabled large-scale simulations

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May 23, 2024
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Coarsening of chiral domains in itinerant electron magnets: A machine learning force field approach

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Mar 18, 2024
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Machine learning force-field models for metallic spin glass

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Nov 28, 2023
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Machine learning for structure-property relationships: Scalability and limitations

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Apr 11, 2023
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Machine learning for phase ordering dynamics of charge density waves

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Mar 06, 2023
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Machine learning predictions for local electronic properties of disordered correlated electron systems

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Apr 12, 2022
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Descriptors for Machine Learning Model of Generalized Force Field in Condensed Matter Systems

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Jan 05, 2022
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Machine learning nonequilibrium electron forces for adiabatic spin dynamics

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Dec 22, 2021
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Anomalous phase separation and hidden coarsening of super-clusters in the Falicov-Kimball model

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May 27, 2021
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