4 records found. Displaying records 1 to 4.
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
;
;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
;
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
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
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
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