資源タイプ: ジャーナル論文 キーワード: Bayesian optimization
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Manuscript_240826_R1.pdf
Maximization of strength–ductility balance of dual-phase steels using generative adversarial networks and Bayesian optimization
ジャーナル論文
著者
Yoshihito Fukatsu (author) (この著者で検索)
Nagoya University
;
Ta-Te Chen (author) (この著者で検索)
Nagoya University
;
Toshio Ogawa (author) (この著者で検索)
Aichi Institute of Technology
;
Fei Sun (author) (この著者で検索)
Nagoya University
;
Ikumu Watanabe (author) (この著者で検索)
National Institute for Materials Science
ORCID SAMURAI ;
Mayumi Ojima (author) (この著者で検索)
JFE Steel Corporation
;
Shin Ishikawa (author) (この著者で検索)
JFE Steel Corporation
;
Yoshitaka Adachi (author) (この著者で検索)
Nagoya University
キーワード
Dual-phase steel, Strength–ductility balance, Generative adversarial networks, Bayesian optimization
刊行年月日
2024-09-15
更新時刻
2024-09-25 10:53:57 +0900
CrySPY a crystal structure prediction tool accelerated by machine learning.pdf
CrySPY: a crystal structure prediction tool accelerated by machine learning
ジャーナル論文
著者
Tomoki Yamashita (author) (この著者で検索)
;
Shinichi Kanehira (author) (この著者で検索)
;
Nobuya Sato (author) (この著者で検索)
;
Hiori Kino (author) (この著者で検索)
National Institute for Materials Science
ORCID ;
Kei Terayama (author) (この著者で検索)
;
Hikaru Sawahata (author) (この著者で検索)
;
Takumi Sato (author) (この著者で検索)
;
Futoshi Utsuno (author) (この著者で検索)
;
Koji Tsuda (author) (この著者で検索)
National Institute for Materials Science
ORCID SAMURAI ;
Takashi Miyake (author) (この著者で検索)
National Institute for Materials Science
ORCID SAMURAI ;
Tamio Oguchi (author) (この著者で検索)
キーワード
crystal structure prediction, Bayesian optimization, LAQA, first-principles calculations, evolutionary algorithm
刊行年月日
2021-01-01
更新時刻
2024-04-02 23:51:18 +0900
s40192-023-00334-2.pdf
Heat Source Model Development for Thermal Analysis of Laser Powder Bed Fusion Using Bayesian Optimization and Machine Learning
ジャーナル論文
著者
Masahiro Kusano (author) (この著者で検索)
National Institute for Materials Science
ORCID SAMURAI ;
Makoto Watanabe (author) (この著者で検索)
National Institute for Materials Science
ORCID SAMURAI
キーワード
Laser powder bed fusion, Thermal analysis, Heat source model, Laser scanning conditions, Bayesian optimization, Multiple linear regression
刊行年月日
2024-01-19
更新時刻
2024-04-09 12:30:20 +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
ジャーナル論文
著者
Akimitsu Ishii (author) (この著者で検索)
National Institute for Materials Science
ORCID SAMURAI ;
Akiyasu Yamamoto (author) (この著者で検索)
;
Akinori Yamanaka (author) (この著者で検索)
キーワード
Data assimilation, Bayesian optimization, Phase-field simulation, Sintering
刊行年月日
2023-12-31
更新時刻
2026-08-27 16:27:13 +0900
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