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2569 件のレコードが見つかりました。
Accurate screening of functional materials with machine-learning potential and transfer-learned regressions: Heusler alloy benchmark
- ジャーナル論文
- 著者
-
Enda Xiao (author) (この著者で検索)
https://orcid.org/0000-0002-4372-1575
(unauthenticated)
;
Terumasa Tadano (author) (この著者で検索)
- キーワード
- Heusler alloys, Machine-learning potential, Transfer learning, First-principles calculation, Curie temperature, Magnetic anisotropy energy
- 刊行年月日
- 2026-02-19
- 更新時刻
- 2026-03-30 13:06:06 +0900
Machine Learning as a “Catalyst” for Advancements in Carbon Nanotube Research
- ジャーナル論文
- 著者
-
Guohai Chen (author) (この著者で検索)
https://orcid.org/0000-0001-8481-0972
(unauthenticated)
;
Dai-Ming Tang (author) (この著者で検索)
- キーワード
- machine learning, carbon nanotube, in situ TEM, growth mechanism
- 刊行年月日
- 2024-10-22
- 更新時刻
- 2024-12-24 13:58:23 +0900
Autonomous materials search using machine learning and ab initio calculations for L1 0 -FePt-based quaternary alloys
- ジャーナル論文
- 著者
-
Yuma Iwasaki (author) (この著者で検索)National Institute for Materials Science
;
Daisuke Ogawa (author) (この著者で検索)National Institute for Materials Science
;
;Masato Kotsugi (author) (この著者で検索)Yukiko K. Takahashi (author) (この著者で検索)National Institute for Materials Science
- キーワード
- Machine learning, Autonomous
- 刊行年月日
- 2025-12-31
- 更新時刻
- 2025-12-25 15:02:29 +0900
Improving efficiency of autonomous material search via transfer learning from nontarget properties
- ジャーナル論文
- 著者
-
;Jaekyun Hwang (author) (この著者で検索)National Institute for Materials ScienceYuma Iwasaki (author) (この著者で検索)National Institute for Materials Science
- キーワード
- Machine learning
- 刊行年月日
- 2023-12-31
- 更新時刻
- 2024-01-05 22:11:31 +0900
Machine learning approach for the prediction of electron inelastic mean free paths
- ジャーナル論文
- 著者
-
;Xun Liu (author) (この著者で検索)National Institute for Materials Science;Lihao Yang (author) (この著者で検索);Zhufeng Hou (author) (この著者で検索)Bo Da (author) (この著者で検索)National Institute for Materials Science
;
Kenji Nagata (author) (この著者で検索)National Institute for Materials Science
;
Hideki Yoshikawa (author) (この著者で検索)National Institute for Materials Science
;
Shigeo Tanuma (author) (この著者で検索)National Institute for Materials Science
;
;Yang Sun (author) (この著者で検索)Zejun Ding (author) (この著者で検索)
- キーワード
- machine learning, inelastic mean free path
- 刊行年月日
- 2021-03-24
- 更新時刻
- 2024-01-05 22:13:49 +0900
A general-purpose organic gel computer that learns by itself
- ジャーナル論文
- 著者
-
Pathik Sahoo (author) (この著者で検索)
https://orcid.org/0000-0002-5102-9482
(unauthenticated)
National Institute for Materials Science
;
Pushpendra Singh (author) (この著者で検索)National Institute for Materials Science
;
;Komal Saxena (author) (この著者で検索)National Institute for Materials Science;Subrata Ghosh (author) (この著者で検索)National Institute for Materials Science;R P Singh (author) (この著者で検索);Ryad Benosman (author) (この著者で検索)Jonathan P Hill (author) (この著者で検索)National Institute for Materials Science
;
Tomonobu Nakayama (author) (この著者で検索)National Institute for Materials Science
;
Anirban Bandyopadhyay (author) (この著者で検索)National Institute for Materials Science
- キーワード
- organic computer, Optical vortex, Non-algorithmic computing, helical nanowire, Single shot learning, Deep learning network, Clique problem
- 刊行年月日
- 2023-12-01
- 更新時刻
- 2024-11-13 16:30:37 +0900
Machine learning study of highly spin-polarized Heusler alloys at finite temperature
- ジャーナル論文
- 著者
-
Ivan Kurniawan (author) (この著者で検索)National Institute for Materials Science
;
Yoshio Miura (author) (この著者で検索)National Institute for Materials Science
;
Kazuhiro Hono (author) (この著者で検索)National Institute for Materials Science
- キーワード
- spintronics, half-metal, Heusler alloy, machine learning, disordered local moment, Bayesian optimization
- 刊行年月日
- 2022-09-14
- 更新時刻
- 2024-01-05 22:14:00 +0900
Structure prediction of boron-doped graphene by machine learning
- ジャーナル論文
- 著者
-
Hou, Zhufeng (author) (この著者で検索)
https://orcid.org/0000-0002-0069-5573
(unauthenticated)
;
Dieb, Thaer M. (author) (この著者で検索)
;
Tsuda, Koji (author) (この著者で検索)
- キーワード
- Materials design, Monte Carlo tree search
- 刊行年月日
- 2018-06-28
- 更新時刻
- 2024-01-05 22:12:04 +0900
Text‐to‐Microstructure Generation Using Generative Deep Learning
- ジャーナル論文
- 著者
-
Xiaoyang Zheng (author) (この著者で検索)
;
Ikumu Watanabe (author) (この著者で検索)
;
Jamie Paik (author) (この著者で検索)
https://orcid.org/0000-0003-3869-213X
(unauthenticated)
;
Jingjing Li (author) (この著者で検索)
https://orcid.org/0000-0002-6524-3105
(unauthenticated)
;
Xiaofeng Guo (author) (この著者で検索)
https://orcid.org/0000-0003-1971-7442
(unauthenticated)
;
Masanobu Naito (author) (この著者で検索)
- キーワード
- microstructure generation, deep learning, natural language processing
- 刊行年月日
- 2024-05-21
- 更新時刻
- 2024-09-20 08:30:21 +0900
Predicting interfacial thermal resistance by machine learning
- ジャーナル論文
- 著者
-
Yen-Ju Wu (author) (この著者で検索)National Institute for Materials Science
;
Lei Fang (author) (この著者で検索)National Institute for Materials Science
;
Yibin Xu (author) (この著者で検索)National Institute for Materials Science
- キーワード
- interfacial thermal resistance, machine learning, thermal management
- 刊行年月日
- 2019-05-03
- 更新時刻
- 2024-01-05 22:13:21 +0900