Chern, Gia-Wei

1. Pyrochlore antiferromagnet with antisymmetric exchange interactions: critical behavior and order from disorder
   2010/08/18 by Gia-Wei Chern, Chern, Gia-Wei · 1 citation
   Materials Science · Physics and Astronomy · #Advanced Condensed Matter Physics #FOS: Physical sciences #Multiferroics and related materials #Statistical Mechanics (cond-mat.stat-mech) #Strongly Correlated Electrons (cond-mat.str-el)
2. Machine learning dynamics of phase separation in correlated electron magnets
   2020/06/07 by Zhang, Puhan, Saha, Preetha, Chern, Gia-Wei · 2 citations
   #Disordered Systems and Neural Networks (cond-mat.dis-nn) #FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning (cs.LG) #Mesoscale and Nanoscale Physics (cond-mat.mes-hall) #Strongly Correlated Electrons (cond-mat.str-el)
3. Descriptors for Machine Learning Model of Generalized Force Field in Condensed Matter Systems
   2022/01/03 by Zhang, Puhan, Zhang, Sheng, Chern, Gia-Wei · 2 citations
   #FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning (cs.LG) #Mesoscale and Nanoscale Physics (cond-mat.mes-hall) #Statistical Mechanics (cond-mat.stat-mech) #Strongly Correlated Electrons (cond-mat.str-el)
4. Anomalous and Anisotropic Nonlinear Susceptibility in the Proximate Kitaev Magnet α-RuCl₃
   2021/06/03 by Holleis, Ludwig, Prestigiacomo, Joseph, Fan, Zhijie +5 · 1 citation
   #FOS: Physical sciences #Strongly Correlated Electrons (cond-mat.str-el)
5. Coarsening of chiral domains in itinerant electron magnets: A machine learning force field approach
   2024/03/18 by Yunhao Fan, Fan, Yunhao, Sheng Zhang +3 · 2 citations
   Computer Science · Materials Science · Physics and Astronomy · #Computational Physics and Python Applications #FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning (cs.LG) #Magnetic Properties and Applications #Magnetic properties of thin films #Strongly Correlated Electrons (cond-mat.str-el)
6. Machine learning approach for vibronically renormalized electronic band structures
   2024/09/03 by Aryal, Niraj, Zhang, Sheng, Yin, Weiguo +1 · 1 citation
   #FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning (cs.LG) #Materials Science (cond-mat.mtrl-sci)
7. Photo-induced pattern formations and melting of charge-density-wave order
   2024/06/17 by Lingyu Yang, Gia-Wei Chern, Yang, Lingyu +1 · 1 citation
   Chemistry · Materials Science · #Advanced Physical and Chemical Molecular Interactions #FOS: Physical sciences #Machine Learning in Materials Science #Organic and Molecular Conductors Research #Statistical Mechanics (cond-mat.stat-mech) #Strongly Correlated Electrons (cond-mat.str-el)
8. Variational autoencoder inverse mapper for extraction of Compton form factors: Benchmarks and conditional learning
   2024/08/21 by Fayaz Hossen, Hossen, Fayaz, Douglas Adams +18 · 1 citation
   Medicine · Physics and Astronomy · #FOS: Physical sciences #High Energy Physics - Phenomenology (hep-ph) #Medical Imaging Techniques and Applications #Nuclear Physics and Applications
9. Thermal Quench Dynamics of Visons in Gapless Kitaev Spin Liquid
   2024/12/23 by Yang, Yang, Chern, Gia-Wei · 1 citation
   #Disordered Systems and Neural Networks (cond-mat.dis-nn) #FOS: Physical sciences #Statistical Mechanics (cond-mat.stat-mech) #Strongly Correlated Electrons (cond-mat.str-el)
10. Generalized Parton Distributions from Symbolic Regression
    2025/04/17 by Dotson, Andrew, Panjsheeri, Zaki, Singireddy, Anusha Reddy +11 · 2 citations
    #FOS: Physical sciences #High Energy Physics - Lattice (hep-lat) #High Energy Physics - Phenomenology (hep-ph)
11. AI for Nuclear Physics: the EXCLAIM project
    2024/07/31 by Simonetta Liuti, Douglas Adams, Liuti, Simonetta +19 · 1 citation
    Computer Science · Engineering · #Advanced Data Processing Techniques #Computational Physics and Python Applications #FOS: Physical sciences #High Energy Physics - Phenomenology (hep-ph) #Nuclear reactor physics and engineering
12. Enhanced coarsening of charge density waves induced by electron correlation: Machine-learning enabled large-scale dynamical simulations
    2024/12/30 by Yang Yang, Cheng Chen, Yang, Yang +5 · 1 citation
    Materials Science · Physics and Astronomy · #Machine Learning in Materials Science #Electronic and Structural Properties of Oxides #Quantum and electron transport phenomena