13 records found. Displaying records 1 to 10.
Bayesian Optimization-Based Parameter Identification for Discrete Element Method Simulation of Consolidation and Its Application to Powder Spreading Analysis
- Journal article
- Creator
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Jun Katagiri (author) (Search by this author)National Institute for Materials Science
;
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
- powder bed fusion laser melting, Bayesian optimization, discrete element method, parameter identification, consolidation, powder spreading
- Date published
- 2025-11-21
- Updated at
- 2025-12-17 11:34:14 +0900
Heat Source Model Development for Thermal Analysis of Laser Powder Bed Fusion Using Bayesian Optimization and Machine Learning
- Journal article
- Creator
-
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
Application of Bayesian Optimization to the Synthesis Process of BaFe2(As,P)2 Polycrystalline Bulk Superconducting Materials
- Journal article
- Creator
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Akimitsu Ishii (author) (Search by this author)National Institute for Materials Science
;
;Shinjiro Kikuchi (author) (Search by this author);Akinori Yamanaka (author) (Search by this author)Akiyasu Yamamoto (author) (Search by this author) - Keyword
- Superconducting material, Bayesian optimization, Process informatics, Phase purity
- Date published
- 2023-08-01
- Updated at
- 2026-08-27 16:31:22 +0900
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
;
Keitaro Sodeyama (author) (Search by this author)National Institute for Materials Science
;
;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
DMC-TPE: tree-structured Parzen estimator-based efficient data assimilation method for phase-field simulation of solid-state sintering
- Journal article
- Creator
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Akimitsu Ishii (author) (Search by this author)National Institute for Materials Science
;
;Akiyasu Yamamoto (author) (Search by this author)Akinori Yamanaka (author) (Search by this author)
- Keyword
- Data assimilation, Bayesian optimization, Phase-field simulation, Sintering
- Date published
- 2023-12-31
- Updated at
- 2026-08-27 16:27:13 +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
MADGUI: Multi-Application Design Graphical User Interface for active learning assisted by Bayesian optimization
- Journal article
- Creator
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Christophe Bajan (author) (Search by this author)
;
Guillaume Lambard (author) (Search by this author)
- Keyword
- Graphical user interface, Statistical analysis, Machine learning, Bayesian optimization, Process optimization, User-friendly
- Date published
- 2025-01-21
- Updated at
- 2025-01-27 12:30:30 +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
Bayesian Optimization for Controlled Chemical Vapor Deposition Growth of WS2
- Journal article
- Creator
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;Feng Zhang (author) (Search by this author)Research Center for Materials Nanoarchitectonics (MANA)/Quantum Materials Field/2D Quantum Materials Group, National Institute for Materials ScienceRyo Tamura (author) (Search by this author)Center for Basic Research on Materials/Data-driven Materials Research Field/Data-driven Algorithm Team, National Institute for Materials Science
;
Fanyu Zeng (author) (Search by this author)Research Center for Materials Nanoarchitectonics (MANA)/Quantum Materials Field/2D Quantum Materials Group, National Institute for Materials Science
;
Daichi Kozawa (author) (Search by this author)Research Center for Materials Nanoarchitectonics (MANA)/Quantum Materials Field/2D Quantum Materials Group, National Institute for Materials Science
;
Ryo Kitaura (author) (Search by this author)Research Center for Materials Nanoarchitectonics (MANA)/Quantum Materials Field/2D Quantum Materials Group, National Institute for Materials Science
- Keyword
- Bayesian optimization, 2D materials, Crystal growth
- Date published
- 2024-10-30
- Updated at
- 2025-10-21 15:50:25 +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)
;
;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