Keyword: Machine learning
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28 records found.

Machine learning prediction of the mechanical properties of injection-molded polypropylene through X-ray diffraction analysis.pdf
Machine learning prediction of the mechanical properties of injection-molded polypropylene through X-ray diffraction analysis
Journal article
Creator
Ryo Tamura (author) (Search by this author)
National Institute for Materials Science
ORCID SAMURAI ;
Kenji Nagata (author) (Search by this author)
;
Keitaro Sodeyama (author) (Search by this author)
;
Kensaku Nakamura (author) (Search by this author)
;
Toshiki Tokuhira (author) (Search by this author)
;
Satoshi Shibata (author) (Search by this author)
;
Kazuki Hammura (author) (Search by this author)
;
Hiroki Sugisawa (author) (Search by this author)
;
Masaya Kawamura (author) (Search by this author)
;
Teruki Tsurimoto (author) (Search by this author)
;
Masanobu Naito (author) (Search by this author)
;
Masahiko Demura (author) (Search by this author)
National Institute for Materials Science
ORCID SAMURAI ;
Takashi Nakanishi (author) (Search by this author)
National Institute for Materials Science
ORCID SAMURAI
Keyword
Polypropylene, X-ray diffraction, Bayesian spectral deconvolution, Ising machine, Machine learning
Date published
2024-12-31
Updated at
2024-08-30 16:31:01 +0900
abstract_YOSHIKAWA.pdf
Machine Learning to Predict Multicellular Dynamics Driven by Concentrated Polymer Brush-Modified Cellulose Nanofibers
Conference presentation
Creator
Chiaki Yoshikawa (author) (Search by this author)
Research Center for Macromolecules and Biomaterials/Macromolecules Field/Polymer Surfaces and Devices Team, National Institute for Materials Science
ORCID SAMURAI ;
Hiroshi Mamitsuka (author) (Search by this author)
Keyword
Machine learning, Multicellular dynamics, Concentrated polymer brush, Cellulose nanofiber
Date published
Updated at
2025-11-06 12:30:42 +0900
Editorial_Nanomaterials.pdf
Advances in Carbon Nanotubes: Synthesis, Properties, and Cutting-Edge Applications
Journal article
Creator
Guohai Chen (author) (Search by this author)
ORCID ; ORCID SAMURAI
Keyword
Carbon Nanotubes, Synthesis, Properties, Machine learning
Date published
2025-10-20
Updated at
2025-12-13 08:30:03 +0900
lin-et-al-2025-determination-of-stable-proton-configurations-by-black-box-optimization-using-an-ising-machine.pdf
Determination of Stable Proton Configurations by Black-Box Optimization Using an Ising Machine
Journal article
Creator
Jianbo Lin (author) (Search by this author)
;
Tomofumi Tada (author) (Search by this author)
ORCID ;
Ai Koizumi (author) (Search by this author)
;
Masato Sumita (author) (Search by this author)
ORCID ; ORCID SAMURAI ; ORCID SAMURAI
Keyword
Machine learning, Ising machine, Proton configuration
Date published
2025-02-06
Updated at
2025-05-23 08:30:18 +0900
Prediction_and_optimization_of_epoxy_adhesive_strength_from_a_small_dataset_through_active_learning.pdf
Prediction and optimization of epoxy adhesive strength from a small dataset through active learning
Journal article
Creator
ORCID SAMURAI ; ORCID SAMURAI ; ORCID SAMURAI ;
Pruksawan, Sirawit (author) (Search by this author)
ORCID ; ORCID SAMURAI
Keyword
active learning, Machine learning, adhesive
Date published
2019-12-31
Updated at
2024-01-05 22:11:50 +0900
manuscript.docx
Data-Driven Development of Magnetic Materials
Conference presentation
Creator
BOLYACHKIN Anton (author) (Search by this author)
Global Networking Division/International Center for Young Scientists, National Institute for Materials Science
ORCID SAMURAI ;
SEPEHRI AMIN Hossein (author) (Search by this author)
Research Center for Magnetic and Spintronic Materials/Magnetic Materials Analysis Group, National Institute for Materials Science
ORCID SAMURAI ;
OHKUBO Tadakatsu (author) (Search by this author)
Research Center for Magnetic and Spintronic Materials, National Institute for Materials Science
ORCID SAMURAI
Keyword
Nd-Fe-B magnets, Magnetocaloric materials, Magnetic recodring, Machine learning
Date published
Updated at
2024-10-16 16:30:20 +0900
Wu 2025 J Appl Crystallogr nanoXRD UMAP HVPE GaN.pdf
Machine learning assisted nanobeam X-ray diffraction based analysis on hydride vapor-phase epitaxy GaN
Journal article
Creator
Zhendong Wu (author) (Search by this author)
;
Yusuke Hayashi (author) (Search by this author)
National Institute for Materials Science
ORCID SAMURAI ;
Tetsuya Tohei (author) (Search by this author)
;
Kazushi Sumitani (author) (Search by this author)
;
Yasuhiko Imai (author) (Search by this author)
;
Shigeru Kimura (author) (Search by this author)
;
Akira Sakai (author) (Search by this author)
Keyword
GaN, SPring-8, nanoXRD, Machine learning
Date published
2025-08-01
Updated at
2025-07-31 12:30:18 +0900
Revised Manuscript-ActaMater_20240327.docx
ALMLBO PIPELINE APPROACH APPLY TO MATERIAL PROCESS AND COMPOSITION OPTIMIZATION FOR ENERGY-SAVING APPLICATIONS
Conference presentation
Creator
Cédric Bourgès (author) (Search by this author)
International Center for Young Scientists, National Institute for Materials Science
ORCID ;
Guillaume Lambard (author) (Search by this author)
Center for Basic Research on Materials/Data-driven Materials Research Field/Data-driven Materials Design Group, National Institute for Materials Science
ORCID SAMURAI ;
Naoki Sato (author) (Search by this author)
Research Center for Materials Nanoarchitectonics (MANA)/Nanomaterials Field/Thermal Energy Materials Group, National Institute for Materials Science
ORCID SAMURAI ;
Makoto Tachibana (author) (Search by this author)
Research Center for Materials Nanoarchitectonics (MANA)/Nanomaterials Field/Thermal Energy Materials Group, National Institute for Materials Science
ORCID SAMURAI ;
Satoshi Ishii (author) (Search by this author)
Research Center for Materials Nanoarchitectonics (MANA)/Nanomaterials Field/Optical Nanostructure Team, National Institute for Materials Science
ORCID SAMURAI ;
Takao Mori (author) (Search by this author)
Research Center for Materials Nanoarchitectonics (MANA)/Nanomaterials Field/Thermal Energy Materials Group, National Institute for Materials Science
ORCID SAMURAI
Keyword
Kesterite, Machine learning, Process, Thermoelectric, Ceramic
Date published
Updated at
2024-10-30 16:30:23 +0900
Manuscript.pdf
In Situ Forming Supramolecular Nanofiber Hydrogel as a Biodegradable Liquid Embolic Agent for Postembolization Tissue Remodeling
Journal article
Creator
Akihiro Nishiguchi (author) (Search by this author)
National Institute for Materials Science
ORCID SAMURAI ;
Miho Ohta (author) (Search by this author)
;
Debabrata Palai (author) (Search by this author)
National Institute for Materials Science
ORCID ;
Shima Ito (author) (Search by this author)
National Institute for Materials Science
ORCID SAMURAI ;
Kensaku Mori (author) (Search by this author)
;
Ryotaro Akagi (author) (Search by this author)
;
Christophe Bajan (author) (Search by this author)
National Institute for Materials Science
ORCID SAMURAI ;
Guillaume Lambard (author) (Search by this author)
National Institute for Materials Science
ORCID SAMURAI ;
Keitaro Sodeyama (author) (Search by this author)
National Institute for Materials Science
ORCID SAMURAI ;
Tetsushi Taguchi (author) (Search by this author)
National Institute for Materials Science
ORCID SAMURAI
Keyword
Hydrogel, Embolic agent, Machine learning
Date published
2024-11-07
Updated at
2025-02-26 16:30:29 +0900
s41524-025-01828-7.pdf
Autonomous closed-loop exploration of composition-spread films for the anomalous Hall effect
Journal article
Creator
ORCID SAMURAI ; ORCID SAMURAI ; ORCID SAMURAI ; ORCID SAMURAI ; ORCID SAMURAI
Keyword
Machine learning, Autonomous, Combinatorial, Anomalous Hall effect
Date published
2025-11-19
Updated at
2025-12-25 17:32:06 +0900