J-GLOBAL ID:201801008277085690   Update date: Sep. 12, 2021

Chang Liu

Chang Liu
Affiliation and department:
Research field  (4): Statistical science ,  Metallic materials ,  Statistical science ,  Computational science
Research keywords  (7): point defect ,  alloy ,  Green function ,  first principles calculation ,  deeping learning ,  transfer learning ,  materials informatics
Papers (17):
  • Mitsuhiro Asato, Chang Liu, Nobuhisa Fujima, Toshiharu Hoshino. Theoretical Approach for Long-Ranged Local Lattice Distortion in Al-Rich AlX (X = H∼Sn) Disordered Alloys by Kanzaki Model Combined with KKR Green’s Function Method. MATERIALS TRANSACTIONS. 2021
  • Chang Liu, Erina Fujita, Yukari Katsura, Yuki Inada, Asuka Ishikawa, Ryuji Tamura, Kaoru Kimura, Ryo Yoshida. Machine Learning to Predict Quasicrystals from Chemical Compositions. Advanced Materials. 2021. 2102507-2102507
  • Shenghong Ju, Ryo Yoshida, Chang Liu, Stephen Wu, Kenta Hongo, Terumasa Tadano, Junichiro Shiomi. Exploring diamondlike lattice thermal conductivity crystals via feature-based transfer learning. Physical Review Materials. 2021. 5. 5
  • Minoru Kusaba, Chang Liu, Yukinori Koyama, Kiyoyuki Terakura, Ryo Yoshida. Recreation of the periodic table with an unsupervised machine learning algorithm. Scientific Reports. 2021. 11. 1
  • Mitsuhiro Asato, Chang Liu, Nobuhisa Fujima, Toshiharu Hoshino, Tetsuo Mohri. Full-Potential KKR Calculations for Interaction Energies in Al-Rich AlX (X = H∼Sn) Alloys: I. Fundamental Features and Thermal Electronic Contribution due to Fermi-Dirac Distribution. MATERIALS TRANSACTIONS. 2020. 61. 1. 94-103
MISC (2):
Lectures and oral presentations  (10):
  • Pd中のRh, Ru不純物溶解度限の第一原理計算:実空間クラスター展開とクラスター変分法
    (日本金属学会2017年秋期(第161回)講演大会 2017)
  • Full-Potential KKR Calculations for Lattice Distortion of Point Defects in Al, Based on the Generalized-Gradient Approximation
    (20th International Conference on Magnetism 2015)
  • 第一原理電子構造計算による Al,Pd 中の単一不純物による 局所格子歪と平均体積変化
    (日本金属学会2015年春期(第156回)講演大会 2015)
  • Al中の不純物対原子間相互作用:磁性、格子歪と相互作用エネルギー
    (日本金属学会2014年秋期(第155回)講演大会 2014)
  • Full-Potential KKR Calculations for Lattice Distortion of Impurities in Al-based Dilute Alloys, Based on the Generalized-Gradient Approximation
    (The 15th IUMRS-International Conference in Asia 2014)
Education (3):
  • 2014 - 2017 Shizuoka University Department of Optoelectronics and Nanostructure Science
  • 2012 - 2014 Shizuoka University Mechanical Engineering
  • 2003 - 2007 Zhengzhou University
Work history (2):
  • 2017/09 - 現在 National Institute for Materials Science (NIMS) The Center for “Materials research by Information Integration” Postdoctoral Researcher
  • 2017/04 - 2017/08 Shizuoka University Faculty of Engineering Research Fellow
Association Membership(s) (1):
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