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Machine learning for phase ordering dynamics of charge density waves

Machine learning for phase ordering dynamics of charge density waves

6 March 2023
Chen Cheng
Sheng Zhang
Gia-Wei Chern
ArXivPDFHTML

Papers citing "Machine learning for phase ordering dynamics of charge density waves"

8 / 8 papers shown
Title
Enhanced coarsening of charge density waves induced by electron correlation: Machine-learning enabled large-scale dynamical simulations
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
35
0
0
31 Dec 2024
Echo State network for coarsening dynamics of charge density waves
Echo State network for coarsening dynamics of charge density waves
Clement Dinh
Yunhao Fan
Gia-Wei Chern
67
0
0
16 Dec 2024
Machine learning force-field model for kinetic Monte Carlo simulations
  of itinerant Ising magnets
Machine learning force-field model for kinetic Monte Carlo simulations of itinerant Ising magnets
Alexa Tyberg
Yunhao Fan
Gia-Wei Chern
78
0
0
29 Nov 2024
Machine learning approach for vibronically renormalized electronic band
  structures
Machine learning approach for vibronically renormalized electronic band structures
Niraj Aryal
Sheng Zhang
Weiguo Yin
Gia-Wei Chern
23
0
0
03 Sep 2024
Kinetics of orbital ordering in cooperative Jahn-Teller models:
  Machine-learning enabled large-scale simulations
Kinetics of orbital ordering in cooperative Jahn-Teller models: Machine-learning enabled large-scale simulations
Supriyo Ghosh
Sheng Zhang
Chen Cheng
Gia-Wei Chern
21
1
0
23 May 2024
Coarsening of chiral domains in itinerant electron magnets: A machine
  learning force field approach
Coarsening of chiral domains in itinerant electron magnets: A machine learning force field approach
Yunhao Fan
Sheng Zhang
Gia-Wei Chern
24
1
0
18 Mar 2024
Machine learning force-field models for metallic spin glass
Machine learning force-field models for metallic spin glass
Menglin Shi
Sheng Zhang
Gia-Wei Chern
AI4CE
13
0
0
28 Nov 2023
Machine learning for structure-property relationships: Scalability and
  limitations
Machine learning for structure-property relationships: Scalability and limitations
Zhongzheng Tian
Sheng Zhang
Gia-Wei Chern
19
2
0
11 Apr 2023
1