山下智樹

Yamashita Tomoki

所属機関・部署：

研究分野 (1件)：数理物理、物性基礎

研究キーワード (3件)：機械学習 , 結晶構造探索 , 第一原理計算

競争的資金等の研究課題 (4件)：

論文 (25件)：

Tomoki Yamashita, Hirotaka Sekine. Improvement of look ahead based on quadratic approximation for crystal structure prediction. Science and Technology of Advanced Materials: Methods. 2022. 2. 1. 84-90
Tomoki Yamashita, Hiori Kino, Koji Tsuda, Takashi Miyake, Tamio Oguchi. Hybrid algorithm of Bayesian optimization and evolutionary algorithm in crystal structure prediction. Science and Technology of Advanced Materials: Methods. 2022. 2. 1. 67-74
Tomoki Yamashita, Shinichi Kanehira, Nobuya Sato, Hiori Kino, Kei Terayama, Hikaru Sawahata, Takumi Sato, Futoshi Utsuno, Koji Tsuda, Takashi Miyake, et al. CrySPY: a crystal structure prediction tool accelerated by machine learning. Science and Technology of Advanced Materials: Methods. 2021. 1. 1. 87-97
Nobuya Sato, Tomoki Yamashita, Tamio Oguchi, Koji Hukushima, Takashi Miyake. Adjusting the descriptor for a crystal structure search using Bayesian optimization. Physical Review Materials. 2020. 4. 3. 033801-1-033801-9
Fine-grained optimization method for crystal structure prediction. npj Computational Materials. 2018. 4. 1. 32-1-32-8

書籍 (2件)：

所属学会 (3件)：

応用物理学会 , 日本物理学会 , 日本MRS

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山下 智樹