Presentation Information

10:45 AM - 11:00 AM JST(1:45 AM - 2:00 AM UTC)

[25a-61C-7]System configuration of equipment that automatically and autonomously proceeds for the exploration of the materials

〇Kazunori Nishio¹, Akira Aiba¹, Kei Takihara¹, Yota Suzuki^1,2, Shigeru Kobayashi³, Ryo Nakayama³, Ryota Shimizu³, Yasuyuki Nagamine², Taro Hitosugi^1,3 (1.Tokyo Tech, 2.Tokyo Tech OFC, 3.UTokyo)

Keywords:

Autonomous materials exploration,Machine learning,Robotics

We developed a system that automatically and autonomously searches for new materials using machine learning and robotics. Thin films are prepared as samples by RF magnetron sputtering. Various measurement and analysis devices are then physically interconnected. The measurement data is collected in a database on the cloud in a standard data format (MaiML format) established by the Japan Analytical Instruments Manufacturers Association and the Ministry of Economy, Trade and Industry. The data is then analyzed by software on the cloud and utilized for autonomous experiments.

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