Machine learning methods for phase diagrams and their applications

Ryo Tamura

Presentation information

Oral Session

A. Fundamentals » [A-1] New Methodology for Developing Innovative Materials

[A1-O301] Oral 301

Wed. Dec 13, 2023 10:00 AM - 12:20 PM Session 5 (Room E)

Chair: Satoshi Itoh (Foundation for Computational Science)

10:40 AM - 11:00 AM

[A1-O301-02] Machine learning methods for phase diagrams and their applications

*Ryo Tamura^1,2, Haruhiko Morito³, Guillaume Deffrennes⁴, Yoshitaro Nose⁵, Masanobu Naito¹, Taichi Abe¹, Kei Terayama⁶ (1. NIMS (Japan), 2. Univ. Tokyo (Japan), 3. Tohoku Univ. (Japan), 4. CNRS SIMaP (France), 5. Kyoto Univ. (Japan), 6. Yokohama City Univ. (Japan))

Keywords:black-box optimization, phase diagram, PDC, AIPHAD

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