8 records found. Displaying records 1 to 8.
Machine Learning-Assisted Development of Platinum-Free RuNiCo Nanocages for Electrocatalytic Hydrogen Oxidation Reaction in Acidic Media
- Journal article
- Creator
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;Colin A. Tadgell (author) (Search by this author);Masaru Kato (author) (Search by this author)Sae Dieb (author) (Search by this author)National Institute for Materials Science
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Keitaro Sodeyama (author) (Search by this author)National Institute for Materials Science
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;Takahito Hoshi (author) (Search by this author);Koshiro Suzuki (author) (Search by this author);Bohao Du (author) (Search by this author);Takeshi Watanabe (author) (Search by this author)Ichizo Yagi (author) (Search by this author) - Keyword
- Electrocatalysts, Hydrogen oxidation reaction, Bayesian optimization, Polymer electrolyte fuel cell
- Date published
- 2025-10-13
- Updated at
- 2026-04-30 12:01:11 +0900
Heat Source Model Development for Thermal Analysis of Laser Powder Bed Fusion Using Bayesian Optimization and Machine Learning
- Journal article
- Creator
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Masahiro Kusano (author) (Search by this author)National Institute for Materials Science
;
Makoto Watanabe (author) (Search by this author)National Institute for Materials Science
- Keyword
- Laser powder bed fusion, Thermal analysis, Heat source model, Laser scanning conditions, Bayesian optimization, Multiple linear regression
- Date published
- 2024-01-19
- Updated at
- 2024-04-09 12:30:20 +0900
Maximization of strength–ductility balance of dual-phase steels using generative adversarial networks and Bayesian optimization
- Journal article
- Creator
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;Yoshihito Fukatsu (author) (Search by this author)Nagoya University;Ta-Te Chen (author) (Search by this author)Nagoya University;Toshio Ogawa (author) (Search by this author)Aichi Institute of Technology;Fei Sun (author) (Search by this author)Nagoya UniversityIkumu Watanabe (author) (Search by this author)National Institute for Materials Science
;
;Mayumi Ojima (author) (Search by this author)JFE Steel Corporation;Shin Ishikawa (author) (Search by this author)JFE Steel CorporationYoshitaka Adachi (author) (Search by this author)Nagoya University
- Keyword
- Dual-phase steel, Strength–ductility balance, Generative adversarial networks, Bayesian optimization
- Date published
- 2024-09-15
- Updated at
- 2024-09-25 10:53:57 +0900
Automated odor-blending with one-pot Bayesian optimization
- Journal article
- Creator
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;Yota Fukui (author) (Search by this author)Kosuke Minami (author) (Search by this author)National Institute for Materials Science
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Kota Shiba (author) (Search by this author)National Institute for Materials Science
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Genki Yoshikawa (author) (Search by this author)National Institute for Materials Science
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Koji Tsuda (author) (Search by this author)National Institute for Materials Science
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Ryo Tamura (author) (Search by this author)National Institute for Materials Science
- Keyword
- Machine learning, MSS, Bayesian optimization, Olfactory sensor
- Date published
- 2024-04-16
- Updated at
- 2024-06-10 12:30:19 +0900
Bayesian optimization, an active learning method for optimising experimental parameters
- Conference presentation
- Creator
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;LAMBARD Guillaume (author) (Search by this author)Center for Basic Research on Materials/Data-driven Materials Research Field/Data-driven Materials Design Group, National Institute for Materials ScienceBAJAN Christophe Marie Olivier (author) (Search by this author)Center for Basic Research on Materials/Data-driven Materials Research Field/Data-driven Materials Design Group, National Institute for Materials Science
- Keyword
- Bayesian optimization, Active learning
- Date published
- Updated at
- 2024-12-23 12:30:48 +0900
Development of Premix Internal-Magnesium-Diffusion MgB 2 Wire Using a Data-Driven Approach
- Journal article
- Creator
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Akiyoshi Matsumoto (author) (Search by this author)
;
Akimitsu Ishii (author) (Search by this author)
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;Rei Kawasaki (author) (Search by this author);Takahiro Hosokawa (author) (Search by this author)Akiyasu Yamamoto (author) (Search by this author)
https://orcid.org/0000-0001-6346-3422
(unauthenticated)
- Keyword
- Internal magnesium diffusion, Process informatics, Bayesian optimization, MgB2, Premix-IMD
- Date published
- 2026-01-14
- Updated at
- 2026-01-30 16:30:04 +0900
Accelerated development of thermally stable Nd-Fe-B magnets with light rare-earth elements and their synergetic effects to temperature stability with Co
- Conference presentation
- Collection
- The 28th International Workshop on Rare Earth and Future Permanent Magnets and Their Applications (REPM2025)
- Creator
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;Xinyi Ji (author) (Search by this author)Shanghai Jiao Tong University, China;Lanting Zhang (author) (Search by this author)Shanghai Jiao Tong University, China;Hong Zhu (author) (Search by this author)Shanghai Jiao Tong University, China;Zhaozhe Zhong (author) (Search by this author)Toyota Motor Technical Research and Service (Shanghai) Co., Ltd, China;Jian Liu (author) (Search by this author)Toyota Motor Technical Research and Service (Shanghai) Co., Ltd, China;Zhanji Dong (author) (Search by this author)Yantai Dongxing Magnetic Materials Inc, China;Zhongjie Peng (author) (Search by this author)Yantai Dongxing Magnetic Materials Inc, ChinaKaihong Ding (author) (Search by this author)Yantai Dongxing Magnetic Materials Inc, China
- Keyword
- REPM2025, Nd-Fe-B magnet, light rare-earth elements, Bayesian optimization, temperature stability, site occupation
- Date published
- Updated at
- 2025-09-11 16:31:51 +0900
CrySPY: a crystal structure prediction tool accelerated by machine learning
- Journal article
- Creator
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;Tomoki Yamashita (author) (Search by this author);Shinichi Kanehira (author) (Search by this author);Nobuya Sato (author) (Search by this author)Hiori Kino (author) (Search by this author)National Institute for Materials Science
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;Kei Terayama (author) (Search by this author);Hikaru Sawahata (author) (Search by this author);Takumi Sato (author) (Search by this author);Futoshi Utsuno (author) (Search by this author)Koji Tsuda (author) (Search by this author)National Institute for Materials Science
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Takashi Miyake (author) (Search by this author)National Institute for Materials Science
;
Tamio Oguchi (author) (Search by this author)
- Keyword
- crystal structure prediction, Bayesian optimization, LAQA, first-principles calculations, evolutionary algorithm
- Date published
- 2021-01-01
- Updated at
- 2024-04-02 23:51:18 +0900