Check Our Works

Crystal Growth by AI

ベイズ最適化による表面構造探索

What project?

Coming soon

[1] Exploration of a large-scale reconstructed structure on GaN(0001) surface by Bayesian optimization, Akira Kusaba, Yoshihiro Kangawa, Tetsuji Kuboyama, Atsushi Oshiyama, Applied Physics Letters 120, 021602 (2022). [arXiv]

[2] GaN有機金属気相成長におけるデジタルツイン開発の現状, 草場彰, 寒川義裕, 久保山哲二, 新田州吾, 白石賢二, 押山淳, 日本結晶成長学会誌 50, 50-1-05 (2023).

[3] Bayesian optimization and Ising model in DFT calculations of surface reconstruction, Akira Kusaba, 24th Asian Workshop on First-Principles Electronic Structure Calculations (ASIAN-24) 2023年11月1日. [Invited]

[4] Augmentation of the Electron Counting Rule with Ising Model, Karol Kawka, Pawel Kempisty, Konrad Sakowski, Stanislaw Krukowski, Michal Bockowski, David Bowler, Akira Kusaba, Journal of Applied Physics 135, 225302 (2024). [arXiv]

[5] SAT Solver-Driven Approach for Validating Local Electron Counting Rule, Tetsuji Kuboyama, Akira Kusaba, Journal of Crystal Growth 650, 127927 (2025).