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
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Masahiro Kusano (author) (この著者で検索)National Institute for Materials Science
;
Makoto Watanabe (author) (この著者で検索)National Institute for Materials Science
- 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
Bayesian Optimization-Based Parameter Identification for Discrete Element Method Simulation of Consolidation and Its Application to Powder Spreading Analysis
- ジャーナル論文
- 著者
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Jun Katagiri (author) (この著者で検索)National Institute for Materials Science
;
Masahiro Kusano (author) (この著者で検索)National Institute for Materials Science
;
Makoto Watanabe (author) (この著者で検索)National Institute for Materials Science
- キーワード
- powder bed fusion laser melting, Bayesian optimization, discrete element method, parameter identification, consolidation, powder spreading
- 刊行年月日
- 2025-11-21
- 更新時刻
- 2025-12-17 11:34:14 +0900
Automated odor-blending with one-pot Bayesian optimization
- ジャーナル論文
- 著者
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;Yota Fukui (author) (この著者で検索)Kosuke Minami (author) (この著者で検索)National Institute for Materials Science
;
Kota Shiba (author) (この著者で検索)National Institute for Materials Science
;
Genki Yoshikawa (author) (この著者で検索)National Institute for Materials Science
;
Koji Tsuda (author) (この著者で検索)National Institute for Materials Science
;
Ryo Tamura (author) (この著者で検索)National Institute for Materials Science
- キーワード
- Machine learning, MSS, Bayesian optimization, Olfactory sensor
- 刊行年月日
- 2024-04-16
- 更新時刻
- 2024-06-10 12:30:19 +0900
MADGUI: Multi-Application Design Graphical User Interface for active learning assisted by Bayesian optimization
- ジャーナル論文
- 著者
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Christophe Bajan (author) (この著者で検索)
;
Guillaume Lambard (author) (この著者で検索)
- キーワード
- Graphical user interface, Statistical analysis, Machine learning, Bayesian optimization, Process optimization, User-friendly
- 刊行年月日
- 2025-01-21
- 更新時刻
- 2025-01-27 12:30:30 +0900