Materials Research Meeting 2021

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Oral Session

A. New Materials Methodology for Next-Generation » [A-4] New Methodology for Developing Innovative Materials

[A4-O1] Slot 01

Mon. Dec 13, 2021 9:00 AM - 11:00 AM Room E (G416+417)

Chair: Shinji Tsuneyuki (Department of Physics, The University of Tokyo)

9:40 AM - 10:00 AM

[A4-O1-02] Machine learning driven phase diagram construction

*Ryo Tamura1,2,3, Kei Terayama3,4,5, Ryoji Katsube5, Yoshitaro Nose5 (1. National Institute for Materials Science (Japan), 2. The University of Tokyo (Japan), 3. RIKEN (Japan), 4. Yokohama City University (Japan), 5. Kyoto University (Japan))

Keywords:phase diagram, machine learning, active learning, uncertainty sampling

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