Gia-Wei Chern
- 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)
- 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)
- 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)
- 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
- 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
- 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
- Graph Neural Network Force Fields for Spin Dynamics in Metallic Magnets
2026/07/30 by Ali Rayat, Yunhao Fan, Gia-Wei Chern
Computer Science · Physics and Astronomy · #cond-mat.str-el #cs.LG #physics.comp-ph