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
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;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 UniversityIkumu Watanabe (author) (この著者で検索)National Institute for Materials Science
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;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 CorporationYoshitaka 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
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
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Akimitsu Ishii (author) (この著者で検索)National Institute for Materials Science
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;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
Bayesian optimization, an active learning method for optimising experimental parameters
- プレゼンテーション
- 著者
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;LAMBARD Guillaume (author) (この著者で検索)National Institute for Materials Science Center for Basic Research on Materials/Data-driven Materials Research Field/Data-driven Materials Design GroupBAJAN Christophe Marie Olivier (author) (この著者で検索)National Institute for Materials Science Center for Basic Research on Materials/Data-driven Materials Research Field/Data-driven Materials Design Group
- キーワード
- Bayesian optimization, Active learning
- 刊行年月日
- 更新時刻
- 2024-12-23 12:30:48 +0900