Keyword: Bayesian optimization
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7 records found. Displaying records 1 to 7.

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Application of Bayesian optimization to the synthesis process of BaFe2(As,P)2 polycrystalline bulk superconducting materials.pdf
Application of Bayesian Optimization to the Synthesis Process of BaFe2(As,P)2 Polycrystalline Bulk Superconducting Materials
Journal article
Creator
Akimitsu Ishii (author) (Search by this author)
National Institute for Materials Science
ORCID SAMURAI ;
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
DMC TPE tree structured Parzen estimator based efficient data assimilation method for phase field simulation of solid state sintering.pdf
DMC-TPE: tree-structured Parzen estimator-based efficient data assimilation method for phase-field simulation of solid-state sintering
Journal article
Creator
Akimitsu Ishii (author) (Search by this author)
National Institute for Materials Science
ORCID SAMURAI ;
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
jmmp-09-00383.pdf
Bayesian Optimization-Based Parameter Identification for Discrete Element Method Simulation of Consolidation and Its Application to Powder Spreading Analysis
Journal article
Creator
Jun Katagiri (author) (Search by this author)
National Institute for Materials Science
ORCID ;
Masahiro Kusano (author) (Search by this author)
National Institute for Materials Science
ORCID SAMURAI ;
Makoto Watanabe (author) (Search by this author)
National Institute for Materials Science
ORCID SAMURAI
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
1-s2.0-S0169743925000085-main.pdf
MADGUI: Multi-Application Design Graphical User Interface for active learning assisted by Bayesian optimization
Journal article
Creator
ORCID SAMURAI ; ORCID SAMURAI
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
Manuscript_240826_R1.pdf
Maximization of strength–ductility balance of dual-phase steels using generative adversarial networks and Bayesian optimization
Journal article
Creator
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 University
;
Ikumu Watanabe (author) (Search by this author)
National Institute for Materials Science
ORCID SAMURAI ;
Mayumi Ojima (author) (Search by this author)
JFE Steel Corporation
;
Shin Ishikawa (author) (Search by this author)
JFE Steel Corporation
;
Yoshitaka 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
d3dd00215b.pdf
Automated odor-blending with one-pot Bayesian optimization
Journal article
Creator
Yota Fukui (author) (Search by this author)
;
Kosuke Minami (author) (Search by this author)
National Institute for Materials Science
ORCID SAMURAI ;
Kota Shiba (author) (Search by this author)
National Institute for Materials Science
ORCID SAMURAI ;
Genki Yoshikawa (author) (Search by this author)
National Institute for Materials Science
ORCID SAMURAI ;
Koji Tsuda (author) (Search by this author)
National Institute for Materials Science
ORCID SAMURAI ;
Ryo Tamura (author) (Search by this author)
National Institute for Materials Science
ORCID SAMURAI
Keyword
Machine learning, MSS, Bayesian optimization, Olfactory sensor
Date published
2024-04-16
Updated at
2024-06-10 12:30:19 +0900
s40192-023-00334-2.pdf
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
ORCID SAMURAI ;
Makoto Watanabe (author) (Search by this author)
National Institute for Materials Science
ORCID SAMURAI
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
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