Keyword: Bayesian optimization
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MDR.docx
Bayesian Optimization for Controlled Chemical Vapor Deposition Growth of WS2
Journal article
Creator
Feng Zhang (author) (Search by this author)
Research Center for Materials Nanoarchitectonics (MANA)/Quantum Materials Field/2D Quantum Materials Group, National Institute for Materials Science
;
Ryo Tamura (author) (Search by this author)
Center for Basic Research on Materials/Data-driven Materials Research Field/Data-driven Algorithm Team, National Institute for Materials Science
ORCID SAMURAI ;
Fanyu Zeng (author) (Search by this author)
Research Center for Materials Nanoarchitectonics (MANA)/Quantum Materials Field/2D Quantum Materials Group, National Institute for Materials Science
ORCID SAMURAI ;
Daichi Kozawa (author) (Search by this author)
Research Center for Materials Nanoarchitectonics (MANA)/Quantum Materials Field/2D Quantum Materials Group, National Institute for Materials Science
ORCID SAMURAI ;
Ryo Kitaura (author) (Search by this author)
Research Center for Materials Nanoarchitectonics (MANA)/Quantum Materials Field/2D Quantum Materials Group, National Institute for Materials Science
ORCID SAMURAI
Keyword
Bayesian optimization, 2D materials, Crystal growth
Date published
2024-10-30
Updated at
2025-10-21 15:50:25 +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
CrySPY a crystal structure prediction tool accelerated by machine learning.pdf
CrySPY: a crystal structure prediction tool accelerated by machine learning
Journal article
Creator
Tomoki Yamashita (author) (Search by this author)
;
Shinichi Kanehira (author) (Search by this author)
;
Nobuya Sato (author) (Search by this author)
;
Hiori Kino (author) (Search by this author)
National Institute for Materials Science
ORCID ;
Kei Terayama (author) (Search by this author)
;
Hikaru Sawahata (author) (Search by this author)
;
Takumi Sato (author) (Search by this author)
;
Futoshi Utsuno (author) (Search by this author)
;
Koji Tsuda (author) (Search by this author)
National Institute for Materials Science
ORCID SAMURAI ;
Takashi Miyake (author) (Search by this author)
National Institute for Materials Science
ORCID SAMURAI ;
Tamio Oguchi (author) (Search by this author)
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
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
1-s2.0-S0010465526003504-main.pdf
Update of PHYSBO: Improving usability and portability of Bayesian optimization for physics and materials research
Journal article
Creator
Yuichi Motoyama (author) (Search by this author)
ORCID ;
Kazuyoshi Yoshimi (author) (Search by this author)
;
Tatsumi Aoyama (author) (Search by this author)
;
Kei Terayama (author) (Search by this author)
; ORCID SAMURAI ; ORCID SAMURAI
Keyword
Bayesian optimization, Research software
Date published
2026-08-29
Updated at
2026-11-02 10:40:13 +0900
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