Gia-Wei Chern

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 12

Top Topics

Preprocessing Phase

Top Venues

Publications

Supriyo Ghosh, Sheng Zhang, Chen Cheng, Gia-Wei Chern
Kinetics of orbital ordering in cooperative Jahn-Teller models: Machine-learning enabled large-scale simulations. CoRR (2024)
Yunhao Fan, Sheng Zhang, Gia-Wei Chern
Coarsening of chiral domains in itinerant electron magnets: A machine learning force field approach. CoRR (2024)
Zhongzheng Tian, Sheng Zhang, Gia-Wei Chern
Machine learning for structure-property relationships: Scalability and limitations. CoRR (2023)
Menglin Shi, Sheng Zhang, Gia-Wei Chern
Machine learning force-field models for metallic spin glass. CoRR (2023)
Chen Cheng, Sheng Zhang, Gia-Wei Chern
Machine learning for phase ordering dynamics of charge density waves. CoRR (2023)
Puhan Zhang, Sheng Zhang, Gia-Wei Chern
Descriptors for Machine Learning Model of Generalized Force Field in Condensed Matter Systems. CoRR (2022)
Yi-Hsuan Liu, Sheng Zhang, Puhan Zhang, Ting-Kuo Lee, Gia-Wei Chern
Machine learning predictions for local electronic properties of disordered correlated electron systems. CoRR (2022)
Puhan Zhang, Gia-Wei Chern
Arrested phase separation in double-exchange models: machine-learning enabled large-scale simulation. CoRR (2021)
Sheng Zhang, Puhan Zhang, Gia-Wei Chern
Anomalous phase separation and hidden coarsening of super-clusters in the Falicov-Kimball model. CoRR (2021)
Puhan Zhang, Gia-Wei Chern
Machine learning nonequilibrium electron forces for adiabatic spin dynamics. CoRR (2021)
Puhan Zhang, Preetha Saha, Gia-Wei Chern
Machine learning dynamics of phase separation in correlated electron magnets. CoRR (2020)
Francesco Caravelli, Gia-Wei Chern, Cristiano Nisoli
Artificial Spin Ice Phase-Change Memory Resistors. CoRR (2019)