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 (27件)：

Takumi Sato, Takuma Otani, Shogo Nakamori, Futoshi Utsuno, Tsuyoshi HONMA, Tomoki Yamashita. Crystal structure prediction of Li_4xMg_2(1-x)P₂O₇ by first-principles calculations. Japanese Journal of Applied Physics. 2024. 63. 7. 075503
Shogo Nakamori, Tsuyoshi Honma, Takumi Sato, Tomoki Yamashita, Futoshi Utsuno. Formation of metastable phase during crystallization of lithium magnesium pyrophosphate glass. Journal of Non-Crystalline Solids. 2024. 637. 123042-123042
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

書籍 (2件)：

講演・口頭発表等 (2件)：

Crystal Structure Prediction for Li-Mg-P2O7 Using First-principles Calculations
(MRM2023/IUMRS-ICA2023 2023)
CrySPYを用いたLi4xMg2(1-x)P2O7の結晶構造探索
(2023年第84回応用物理学会秋季学術講演会 2023)

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