Time-domain thermoreflectance technique using multiple delayed probe pulses for high-throughput data acquisition and analysis
- ジャーナル論文
- 著者
-
;Hiroto Arima (author) (この著者で検索)National Institute of Advanced Industrial Science and Technology (AIST) National Metrology Institute of Japan (NMIJ);Yuichiro Yamashita (author) (この著者で検索)Takashi Yagi (author) (この著者で検索)
- キーワード
- Time-domain thermoreflectance, multiple delay, thin film, thermal effusivity, interfacial thermal resistance, machine learning
- 刊行年月日
- 2025-12-31
- 更新時刻
- 2025-07-16 16:14:58 +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
Essential structural and experimental descriptors for bulk and grain boundary conductivities of Li solid electrolytes
- 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
;
;Takehiro Tanaka (author) (この著者で検索);Tomoyuki Komori (author) (この著者で検索);Mikiya Fujii (author) (この著者で検索);Hiroshi Mizuno (author) (この著者で検索)Satoshi Itoh (author) (この著者で検索)
https://orcid.org/0000-0002-8139-582X
(unauthenticated)
National Institute for Materials Science
;
;Tadanobu Takada (author) (この著者で検索)Erina Fujita (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
- Ionic conductivity, machine learning, grain boundary, ionic conductor, Li battery, grain size, descriptor
- 刊行年月日
- 2020-01-31
- 更新時刻
- 2024-01-05 22:11:22 +0900
Unveiling the principle descriptor for predicting the electron inelastic mean free path based on a machine learning framework
- ジャーナル論文
- 著者
-
;Xun Liu (author) (この著者で検索)National Institute for Materials Science;Zhufeng Hou (author) (この著者で検索);Dabao Lu (author) (この著者で検索)Bo Da (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, LASSO
- 刊行年月日
- 2019-12-31
- 更新時刻
- 2024-09-05 16:30:30 +0900
Structure Prediction from Chemical Formula Using Periodic Descriptors
- プレゼンテーション
- 著者
-
Yen-Ju Wu (author) (この著者で検索)National Institute for Materials Science Center for Basic Research on Materials/Data-driven Materials Research Field/Data-driven Inorganic Materials Group
;
Yibin Xu (author) (この著者で検索)National Institute for Materials Science Center for Basic Research on Materials/Data-driven Materials Research Field/Data-driven Inorganic Materials Group
- キーワード
- periodic descriptor, structure prediction, machine learning, template substitution
- 刊行年月日
- 更新時刻
- 2025-09-13 08:30:19 +0900
A design methodology of crystal growth furnace and process aided by two-step optimization using machine learning models and genetic algorithm
- ジャーナル論文
- 著者
-
;Hiroyuki Tanaka (author) (この著者で検索)Nagoya University a Graduate School of Engineering;Kentaro Kutsukake (author) (この著者で検索);Kota Asakura (author) (この著者で検索);Takuto Kojima (author) (この著者で検索);Xin Liu (author) (この著者で検索)Noritaka Usami (author) (この著者で検索)
- キーワード
- Optimization, machine learning, genetic algorithm, crystal growth, process informatics
- 刊行年月日
- 2025-12-31
- 更新時刻
- 2026-02-27 12:30:07 +0900