Keyword: Machine learning
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34 records found. Displaying records 1 to 10.

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s41524-025-01757-5 (2).pdf
High-throughput materials exploration system for the anomalous Hall effect using combinatorial experiments and machine learning
Journal article
Creator
ORCID SAMURAI ; ORCID SAMURAI ; ORCID ; ORCID SAMURAI ; ORCID SAMURAI ; ORCID SAMURAI
Keyword
Machine learning, High-throughput, Combinatorial, Anomalous Hall effect
Date published
2025-09-03
Updated at
2025-12-26 13:11:05 +0900
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
D5DD00437C.pdf
Automated synthesis and fragment descriptor-based machine learning for retention time prediction in supercritical fluid chromatography
Journal article
Creator
Sitanan Sartyoungkul (author) (Search by this author)
;
Balasubramaniyan Sakthivel (author) (Search by this author)
;
Pavel Sidorov (author) (Search by this author)
ORCID ;
Yuuya Nagata (author) (Search by this author)
ORCID
Keyword
Automated synthesis, Fragment descriptor, Machine learning, Retention time prediction, Supercritical fluid chromatography
Date published
2025-11-26
Updated at
2025-12-24 15:05:55 +0900
原稿_ver3_Nohighlighted.doc
自律材料探索による磁性材料開発
Journal article
Creator
岩崎 悠真 (author) (Search by this author)
National Institute for Materials Science
ORCID SAMURAI
Keyword
Machine learning, Materials Informatics
Date published
2025-06-10
Updated at
2025-12-12 08:30:25 +0900
Manuscript_final.pdf
Elemental Reactivity Maps for Materials Discovery
Journal article
Creator
Yuki Inada (author) (Search by this author)
ORCID ;
Masaya Fujioka (author) (Search by this author)
ORCID ;
Haruhiko Morito (author) (Search by this author)
;
Tohru Sugahara (author) (Search by this author)
ORCID ;
Hisanori Yamane (author) (Search by this author)
ORCID ; ORCID SAMURAI
Keyword
Crystal structure, Elements, Machine learning, Materials, Reactivity
Date published
2025-03-25
Updated at
2026-02-21 16:30:08 +0900
Manuscript.pdf
Data-driven optimization of FePt heat-assisted magnetic recording media accelerated by deep learning TEM image segmentation
Journal article
Creator
N. Kulesh (author) (Search by this author)
National Institute for Materials Science
ORCID SAMURAI ;
A. Bolyachkin (author) (Search by this author)
National Institute for Materials Science
ORCID SAMURAI ;
I. Suzuki (author) (Search by this author)
National Institute for Materials Science
ORCID ;
Y.K. Takahashi (author) (Search by this author)
National Institute for Materials Science
ORCID SAMURAI ;
H. Sepehri-Amin (author) (Search by this author)
National Institute for Materials Science
ORCID SAMURAI ;
K. Hono (author) (Search by this author)
National Institute for Materials Science
ORCID SAMURAI
Keyword
Heat-assisted magnetic recording (HAMR), FePt, Deep learning, Machine learning, Image segmentation
Date published
2023-05-27
Updated at
2025-05-27 08:30:20 +0900
manuscript.docx
Machine Learning Approach for Evaluation of Nanodefects and Magnetic Anisotropy in FePt Granular Films
Journal article
Creator
E. Dengina (author) (Search by this author)
National Institute for Materials Science
;
A. Bolyachkin (author) (Search by this author)
National Institute for Materials Science
ORCID SAMURAI ;
H. Sepehri-Amin (author) (Search by this author)
National Institute for Materials Science
ORCID SAMURAI ;
K. Hono (author) (Search by this author)
National Institute for Materials Science
ORCID SAMURAI
Keyword
Magnetic recording, Micromagnetic simulations, Machine learning, FePt media
Date published
2022-05-13
Updated at
2024-10-15 16:30:13 +0900
Efficient autonomous material search method combining ab initio calculations autoencoder and multi objective Bayesian optimization.pdf
Efficient autonomous material search method combining ab initio calculations, autoencoder, and multi-objective Bayesian optimization
Journal article
Creator
ORCID SAMURAI ;
Hwang Jaekyun (author) (Search by this author)
ORCID ; ORCID SAMURAI ;
Masato Kotsugi (author) (Search by this author)
ORCID ;
Yasuhiko Igarashi (author) (Search by this author)
ORCID
Keyword
autonomous materials search, ab-initio, Machine learning
Date published
2022-12-31
Updated at
2024-01-05 22:14:05 +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
Autonomous search for half-metallic materials with B2 structure.pdf
Autonomous search for half-metallic materials with B 2 structure
Journal article
Creator
ORCID SAMURAI ; ORCID SAMURAI ;
Takahiro Yamazaki (author) (Search by this author)
ORCID ;
Yasuhiko Igarashi (author) (Search by this author)
ORCID ;
Masato Kotsugi (author) (Search by this author)
ORCID ; ORCID SAMURAI
Keyword
Machine learning, Autonomous, ab initio, Half metal
Date published
2024-12-31
Updated at
2024-10-04 08:30:32 +0900
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