Self-Energy Spectroscopy and Artificial Neural Network
- ジャーナル論文
- 著者
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Youhei Yamaji (author) (この著者で検索)
- キーワード
- machine learning, quantum materials, photoemission spectroscopy, high-temperature superconductivity
- 刊行年月日
- 2025-03-15
- 更新時刻
- 2025-02-27 12:30:42 +0900
Machine learning approach for the prediction of electron inelastic mean free paths
- ジャーナル論文
- 著者
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;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
Bayesian diversity control for batch-based phase diagram determination
- ジャーナル論文
- 著者
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;Peiheng Zou (author) (この著者で検索)Ryo Tamura (author) (この著者で検索)
;
Koji Tsuda (author) (この著者で検索)
- キーワード
- phase diagram, machine learning
- 刊行年月日
- 2026-02-16
- 更新時刻
- 2026-04-01 14:33:21 +0900
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
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;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
Data-driven study of the enthalpy of mixing in the liquid phase
- ジャーナル論文
- 著者
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Guillaume Deffrennes (author) (この著者で検索)
https://orcid.org/0000-0002-3752-2537
(unauthenticated)
;
;Bengt Hallstedt (author) (この著者で検索);Taichi Abe (author) (この著者で検索);Quentin Bizot (author) (この著者で検索);Evelyne Fischer (author) (この著者で検索);Jean-Marc Joubert (author) (この著者で検索);Kei Terayama (author) (この著者で検索)Ryo Tamura (author) (この著者で検索)
- キーワード
- enthalpy of mixing, machine learning, liquid phase
- 刊行年月日
- 2024-09-25
- 更新時刻
- 2024-10-05 08:30:08 +0900
Er-driven magnetic tunability in FePt thin films investigated via high-throughput experiments and microstructure analysis for future HAMR media
- ジャーナル論文
- 著者
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Daisuke Ogawa (author) (この著者で検索)National Institute for Materials Science
;
Yuma Iwasaki (author) (この著者で検索)National Institute for Materials Science
;
Jun Uzuhashi (author) (この著者で検索)National Institute for Materials Science
;
Yuta Sasaki (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
- heat-assisted magnetic recording, FePt, combinatorial, high throughput, machine learning, rare-earth doping
- 刊行年月日
- 2025-06-23
- 更新時刻
- 2025-07-11 08:30:48 +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
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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
Acquiring and transferring comprehensive catalyst knowledge through integrated high-throughput experimentation and automatic feature engineering
- ジャーナル論文
- 著者
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;Ayu Fujiwara (author) (この著者で検索)Japan Advanced Institute of Science and Technology Graduate School of Advanced Science and Technology;Sunao Nakanowatari (author) (この著者で検索)Japan Advanced Institute of Science and Technology Graduate School of Advanced Science and Technology;Yohei Cho (author) (この著者で検索)Japan Advanced Institute of Science and Technology Graduate School of Advanced Science and TechnologyToshiaki Taniike (author) (この著者で検索)Japan Advanced Institute of Science and Technology Graduate School of Advanced Science and Technology
- キーワード
- Catalyst informatics, machine learning, high-throughput experimentation, descriptor, oxidative coupling of methane
- 刊行年月日
- 2025-12-31
- 更新時刻
- 2025-07-16 16:17:04 +0900
Structure Prediction from Chemical Formula Using Periodic Descriptors
- プレゼンテーション
- 著者
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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
Designing Thermal Insulating thin films with Data-Driven Innovation
- プレゼンテーション
- 著者
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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
- Interfacial thermal resistance, machine learning, thermal insulator, thin film
- 刊行年月日
- 更新時刻
- 2025-03-12 16:30:31 +0900