[8p-Z01-1~7] Extreme environmental nano-interface science connecting materials and devices

[8p-Z01-1] Materials Informatics of Thermoelectric Materials by using Starrydata Web System

〇Yukari Katsura^1,2,3, Masaya Kumagai^3,4,5, Takushi Kodani¹, Riku Sato¹, Kaoru Kimura¹, Koji Tsuda^1,2,3 (1.Univ. of Tokyo, 2.NIMS, 3.RIKEN, 4.SAKURA Internet Inc., 5.Kyoto Univ.)

Keywords:Machine learning, Thermoelectric materials, Database

We developed a web system to collect experimental data manually from plot images in published papers. We are currently collecting data from thermoelectric materials and magnetic materials. We have collected over 90,000 curves from 30,000 samples reported in over 6000 papers. In this study, we report the machine learning of the experimental data of thermoelectric materials.