Vol.69, No.1 (2021) Contents
Special Topic: Frontiers of Materials Informatics
Preface: Special Issue "Frontiers of Materials Informatics"
..........Ryo YOSHIDA (69, 1-3)
Materials Informatics: A Review and Perspectives
..........Ryo YOSHIDA (69, 5-33)
Machine Learning for Automated Molecular Design with Application to the Discovery of New Polymers with High Thermal Conductivity
..........Ryo YOSHIDA, Stephen WU and Junko MORIKAWA (69, 35-47)
Application of Transfer Learning in Materials Research
..........Chang LIU, Hironao YAMADA and Stephen WU (69, 49-63)
Challenges in Polymer Informatics
..........Stephen WU, Hironao YAMADA, Yoshihiro HAYASHI and Massimiliano ZAMENGO (69, 65-82)
Machine Learning in Reaction Prediction and Synthetic Route Design
..........Zhongliang GUO (69, 83-97)
A Model for Social Network Analysis Considering Text Information on Social Media -Extended Model Considering Node Degree Heterogeneity-
..........Mirai IGARASHI and Nobuhiko TERUI (69, 99-118)
