Machine learning dynamics of phase separation in correlated electron
magnets

Machine learning dynamics of phase separation in correlated electron magnets

7 June 2020

Gia-Wei Chern

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Papers citing "Machine learning dynamics of phase separation in correlated electron magnets"

13 / 13 papers shown

Title
Enhanced coarsening of charge density waves induced by electron correlation: Machine-learning enabled large-scale dynamical simulations Yang Yang Chen Cheng Yunhao Fan Gia-Wei Chern 45 0 0 31 Dec 2024
Echo State network for coarsening dynamics of charge density waves Clement Dinh Yunhao Fan Gia-Wei Chern 92 0 0 16 Dec 2024
Machine learning force-field model for kinetic Monte Carlo simulations of itinerant Ising magnets Alexa Tyberg Yunhao Fan Gia-Wei Chern 99 0 0 29 Nov 2024
Machine learning approach for vibronically renormalized electronic band structures Niraj Aryal Sheng Zhang Weiguo Yin Gia-Wei Chern 155 0 0 03 Sep 2024
Kinetics of orbital ordering in cooperative Jahn-Teller models: Machine-learning enabled large-scale simulations Supriyo Ghosh Sheng Zhang Chen Cheng Gia-Wei Chern 44 1 0 23 May 2024
Coarsening of chiral domains in itinerant electron magnets: A machine learning force field approach Yunhao Fan Sheng Zhang Gia-Wei Chern 54 1 0 18 Mar 2024
Machine learning force-field models for metallic spin glass Menglin Shi Sheng Zhang Gia-Wei Chern AI4CE 23 0 0 28 Nov 2023
Machine learning for structure-property relationships: Scalability and limitations Zhongzheng Tian Sheng Zhang Gia-Wei Chern 36 2 0 11 Apr 2023
Machine learning for phase ordering dynamics of charge density waves Chen Cheng Sheng Zhang Gia-Wei Chern 39 10 0 06 Mar 2023
Machine learning predictions for local electronic properties of disordered correlated electron systems Yi-Hsuan Liu Sheng Zhang Puhan Zhang Ting-Kuo Lee Gia-Wei Chern 41 8 0 12 Apr 2022
Descriptors for Machine Learning Model of Generalized Force Field in Condensed Matter Systems Puhan Zhang Sheng Zhang Gia-Wei Chern AI4CE 43 11 0 03 Jan 2022
Machine learning nonequilibrium electron forces for adiabatic spin dynamics Puhan Zhang Gia-Wei Chern 44 16 0 22 Dec 2021
Anomalous phase separation dynamics in a correlated electron system: machine-learning enabled large-scale kinetic Monte Carlo simulations Sheng Zhang Puhan Zhang Gia-Wei Chern 39 15 0 27 May 2021