[Research Highlights Vol. 92]MANA Scientists Employ Active Machine Learning to Enhance Thermoelectric Performance of Materials
- 雑誌
- コレクション
- Research Highlights
- 著者
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International Center for Materials Nanoarchitectonics (WPI-MANA) (author) (この著者で検索)National Institute for Materials Science
- キーワード
- Kesterite, Thermoelectric Properties, Machine Learning, Process Optimization, Ceramics
- 刊行年月日
- 2025-01-20
- 更新時刻
- 2025-02-13 15:42:03 +0900
Data-driven approach for rapid prediction of strength scatter in brittle ceramics using deep learning and swarm optimization
- ジャーナル論文
- 著者
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;Taiyo Maeda (author) (この著者で検索)Graduate School of Yokohama National University;Muhammad Aiman bin Musa (author) (この著者で検索)Graduate School of Yokohama National UniversityToshio Osada (author) (この著者で検索)National Institute for Materials Science Research Center for Structural Materials/Materials Manufacturing Field/High-Reliability Heat-Resistant Materials Group
;
Shingo Ozaki (author) (この著者で検索)Faculty of Engineering, Yokohama National University - キーワード
- Ceramics, Fracture statistics, Defect distribusion, Multilayer perceptron, Inverse analysis
- 刊行年月日
- 2026-12-31
- 更新時刻
- 2026-04-22 16:01:04 +0900
Giant magnetocaloric effect of divalent europium-based oxide composites of Eu2TiO4 and Eu3Ti2O7 for cryogenic temperature magnetic refrigeration
- ジャーナル論文
- 著者
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Koichi Matsumoto (author) (この著者で検索)
https://orcid.org/0000-0003-1141-5239
(unauthenticated)
;
;Masaki Horie (author) (この著者で検索);Hironori Hasegawa (author) (この著者で検索);Kazuhiro Ishikawa (author) (この著者で検索);Shuhei Yamazaki (author) (この著者で検索)Hideaki Kitazawa (author) (この著者で検索)
;
Akiko T. Saito (author) (この著者で検索)
;
Takenori Numazawa (author) (この著者で検索)
- キーワード
- Magnetocaloric refrigeration, Magnetocaloric effect, Ferromagnetism, Phase transitions, Cooling capacity, Composite materials, Ceramics
- 刊行年月日
- 2025-07-21
- 更新時刻
- 2025-08-19 16:30:28 +0900