[9p-N405-1~18] 11.2 Thin and thick superconducting films, coated conductors and film crystal growth

4:30 PM - 4:45 PM JST(7:30 AM - 7:45 AM UTC)Presentation by Applicant for JSAP Young Scientists Presentation Award

[9p-N405-12] Analysis of Plume Images in the Thin Film Formation Process

〇(B)Syoya Nakao¹, Hachiya Tatsuma¹, Horio Keiichi^1,5, Ichino Yusuke^3,5, Ichinose Ataru^4,5, Horide Tomoya^2,5, Matsumoto Kaname^2,5, Yoshida Yutaka^2,5 (1.Kyusyu Inst. of Technol., 2.Nagoya Univ., 3.Aichi Inst. of Technol., 4.CRIEPI, 5.JST-CREST)

Keywords:

Machine Learning,plume,LightGBM

We performed an analysis of plume images in the thin film formation process. The objective was to extract features related to the color information of the plume under different materials used for formation, oxygen partial pressures, and laser intensities. In this study, we employed LightGBM for a classification task and aimed to extract features for each condition by examining the model’s prediction process.