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Resource type
Journal article(7)
Keyword
Bayesian optimization (7)
Machine learning (2)
2D materials (1)
Crystal growth (1)
Graphical user interface (1)
Heat source model (1)
Internal magnesium diffusion (1)
LAQA (1)
Laser powder bed fusion (1)
Laser scanning conditions (1)
(more)
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Creative Commons BY Attribution 4.0 International (5)
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application/pdf (6)
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Resource type: Journal article
Keyword: Bayesian optimization
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7 records found.
Development of Premix Internal-Magnesium-Diffusion MgB
2
Wire Using a Data-Driven Approach
Journal article
Creator
Akiyoshi Matsumoto
(author) (
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)
https://orcid.org/0000-0002-6388-2130
NIMS Researchers Directory SAMURAI
Akiyoshi Matsumoto
;
Akimitsu Ishii
(author) (
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)
https://orcid.org/0000-0002-9261-4047
NIMS Researchers Directory SAMURAI
Akimitsu Ishii
;
Rei Kawasaki
(author) (
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)
Rei Kawasaki
;
Takahiro Hosokawa
(author) (
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)
Takahiro Hosokawa
;
Akiyasu Yamamoto
(author) (
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)
https://orcid.org/0000-0001-6346-3422
(unauthenticated)
Akiyasu Yamamoto
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
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) (
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)
https://orcid.org/0000-0002-6399-1951
National Institute for Materials Science
Jun Katagiri
;
Masahiro Kusano
(author) (
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)
https://orcid.org/0000-0002-5061-0195
National Institute for Materials Science
NIMS Researchers Directory SAMURAI
Masahiro Kusano
;
Makoto Watanabe
(author) (
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)
https://orcid.org/0000-0002-5064-9583
National Institute for Materials Science
NIMS Researchers Directory SAMURAI
Makoto Watanabe
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
MADGUI: Multi-Application Design Graphical User Interface for active learning assisted by Bayesian optimization
Journal article
Creator
Christophe Bajan
(author) (
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)
https://orcid.org/0009-0008-1433-9618
NIMS Researchers Directory SAMURAI
Christophe Bajan
;
Guillaume Lambard
(author) (
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)
https://orcid.org/0000-0003-0275-4079
NIMS Researchers Directory SAMURAI
Guillaume Lambard
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
Bayesian Optimization for Controlled Chemical Vapor Deposition Growth of WS2
Journal article
Creator
Feng Zhang
(author) (
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)
Research Center for Materials Nanoarchitectonics (MANA)/Quantum Materials Field/2D Quantum Materials Group, National Institute for Materials Science
Feng Zhang
;
Ryo Tamura
(author) (
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)
https://orcid.org/0000-0002-0349-358X
Center for Basic Research on Materials/Data-driven Materials Research Field/Data-driven Algorithm Team, National Institute for Materials Science
NIMS Researchers Directory SAMURAI
Ryo Tamura
;
Fanyu Zeng
(author) (
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)
https://orcid.org/0009-0005-1145-2939
Research Center for Materials Nanoarchitectonics (MANA)/Quantum Materials Field/2D Quantum Materials Group, National Institute for Materials Science
NIMS Researchers Directory SAMURAI
Fanyu Zeng
;
Daichi Kozawa
(author) (
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)
https://orcid.org/0000-0002-0629-5589
Research Center for Materials Nanoarchitectonics (MANA)/Quantum Materials Field/2D Quantum Materials Group, National Institute for Materials Science
NIMS Researchers Directory SAMURAI
Daichi Kozawa
;
Ryo Kitaura
(author) (
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)
https://orcid.org/0000-0001-8108-109X
Research Center for Materials Nanoarchitectonics (MANA)/Quantum Materials Field/2D Quantum Materials Group, National Institute for Materials Science
NIMS Researchers Directory SAMURAI
Ryo Kitaura
Keyword
Bayesian optimization
,
2D materials
,
Crystal growth
Date published
2024-10-30
Updated at
2025-10-21 15:50:25 +0900
Automated odor-blending with one-pot Bayesian optimization
Journal article
Creator
Yota Fukui
(author) (
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)
Yota Fukui
;
Kosuke Minami
(author) (
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)
https://orcid.org/0000-0003-4145-1118
National Institute for Materials Science
NIMS Researchers Directory SAMURAI
Kosuke Minami
;
Kota Shiba
(author) (
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)
https://orcid.org/0000-0001-7775-0318
National Institute for Materials Science
NIMS Researchers Directory SAMURAI
Kota Shiba
;
Genki Yoshikawa
(author) (
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)
https://orcid.org/0000-0002-9136-8964
National Institute for Materials Science
NIMS Researchers Directory SAMURAI
Genki Yoshikawa
;
Koji Tsuda
(author) (
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)
https://orcid.org/0000-0002-4288-1606
National Institute for Materials Science
NIMS Researchers Directory SAMURAI
Koji Tsuda
;
Ryo Tamura
(author) (
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)
https://orcid.org/0000-0002-0349-358X
National Institute for Materials Science
NIMS Researchers Directory SAMURAI
Ryo Tamura
Keyword
Machine learning
,
MSS
,
Bayesian optimization
,
Olfactory sensor
Date published
2024-04-16
Updated at
2024-06-10 12:30:19 +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) (
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)
https://orcid.org/0000-0002-5061-0195
National Institute for Materials Science
NIMS Researchers Directory SAMURAI
Masahiro Kusano
;
Makoto Watanabe
(author) (
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)
https://orcid.org/0000-0002-5064-9583
National Institute for Materials Science
NIMS Researchers Directory SAMURAI
Makoto Watanabe
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
CrySPY: a crystal structure prediction tool accelerated by machine learning
Journal article
Creator
Tomoki Yamashita
(author) (
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)
Tomoki Yamashita
;
Shinichi Kanehira
(author) (
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)
Shinichi Kanehira
;
Nobuya Sato
(author) (
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)
Nobuya Sato
;
Hiori Kino
(author) (
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)
https://orcid.org/0000-0002-8912-686X
National Institute for Materials Science
Hiori Kino
;
Kei Terayama
(author) (
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)
Kei Terayama
;
Hikaru Sawahata
(author) (
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)
Hikaru Sawahata
;
Takumi Sato
(author) (
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)
Takumi Sato
;
Futoshi Utsuno
(author) (
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)
Futoshi Utsuno
;
Koji Tsuda
(author) (
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)
https://orcid.org/0000-0002-4288-1606
National Institute for Materials Science
NIMS Researchers Directory SAMURAI
Koji Tsuda
;
Takashi Miyake
(author) (
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)
https://orcid.org/0000-0003-2658-3470
National Institute for Materials Science
NIMS Researchers Directory SAMURAI
Takashi Miyake
;
Tamio Oguchi
(author) (
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)
Tamio Oguchi
Keyword
crystal structure prediction
,
Bayesian optimization
,
LAQA
,
first-principles calculations
,
evolutionary algorithm
Date published
2021-01-01
Updated at
2024-04-02 23:51:18 +0900
Keyword
Bayesian optimization
(7)
Machine learning
(2)
2D materials
(1)
Crystal growth
(1)
Graphical user interface
(1)
Heat source model
(1)
Internal magnesium diffusion
(1)
LAQA
(1)
Laser powder bed fusion
(1)
Laser scanning conditions
(1)
MSS
(1)
MgB2
(1)
Multiple linear regression
(1)
Olfactory sensor
(1)
Premix-IMD
(1)
Process informatics
(1)
Process optimization
(1)
Statistical analysis
(1)
Thermal analysis
(1)
User-friendly
(1)
consolidation
(1)
crystal structure prediction
(1)
discrete element method
(1)
evolutionary algorithm
(1)
first-principles calculations
(1)
parameter identification
(1)
powder bed fusion laser melting
(1)
powder spreading
(1)
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