Keyword: machine learning
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26 records found. Displaying records 1 to 10.

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Journal article
A design methodology of crystal growth furnace and process aided by two-step optimization using machine learning models and genetic algorithm
Journal article
Creator
Hiroyuki Tanaka (author) (Search by this author)
a Graduate School of Engineering, Nagoya University
;
Kentaro Kutsukake (author) (Search by this author)
;
Kota Asakura (author) (Search by this author)
;
Takuto Kojima (author) (Search by this author)
;
Xin Liu (author) (Search by this author)
;
Noritaka Usami (author) (Search by this author)
Keyword
Optimization, machine learning, genetic algorithm, crystal growth, process informatics
Date published
2025-12-31
Updated at
2026-02-27 12:30:07 +0900
Dielectric tensor of perovskite oxides at finite temperature using equivariant graph neural network potentials.pdf
Dielectric tensor of perovskite oxides at finite temperature using equivariant graph neural network potentials
Journal article
Creator
Alex Kutana (author) (Search by this author)
Nagoya University
;
Koki Yoshimochi (author) (Search by this author)
;
Ryoji Asahi (author) (Search by this author)
Keyword
Graph neural network, machine learning, dielectrics, perovskite oxides, phase transitions
Date published
2025-12-31
Updated at
2025-07-18 10:24:15 +0900
manuscript.docx
Machine learning approach for the prediction of electron inelastic mean free paths
Journal article
Creator
Xun Liu (author) (Search by this author)
National Institute for Materials Science
;
Lihao Yang (author) (Search by this author)
;
Zhufeng Hou (author) (Search by this author)
;
Bo Da (author) (Search by this author)
National Institute for Materials Science
ORCID SAMURAI ;
Kenji Nagata (author) (Search by this author)
National Institute for Materials Science
ORCID SAMURAI ;
Hideki Yoshikawa (author) (Search by this author)
National Institute for Materials Science
ORCID SAMURAI ;
Shigeo Tanuma (author) (Search by this author)
National Institute for Materials Science
ORCID SAMURAI ;
Yang Sun (author) (Search by this author)
;
Zejun Ding (author) (Search by this author)
Keyword
machine learning, inelastic mean free path
Date published
2021-03-24
Updated at
2024-01-05 22:13:49 +0900
2604_supp_info.pdf
Non-negative matrix factorization analysis of spatially-resolved photoemission spectra for epitaxially grown graphene on SiC
Journal article
Creator
Masaki Imamura (author) (Search by this author)
Synchrotron Light Application Center, Saga University
;
Kazutoshi Takahashi (author) (Search by this author)
Keyword
Photoemission spectroscopy, non-negative matrix factorization, graphene, machine learning, data-driven analysis
Date published
2026-06-19
Updated at
2026-06-24 15:38:41 +0900
shrine20230330-1595-1im5f61.pdf
Unveiling the principle descriptor for predicting the electron inelastic mean free path based on a machine learning framework
Journal article
Creator
Xun Liu (author) (Search by this author)
National Institute for Materials Science
;
Zhufeng Hou (author) (Search by this author)
;
Dabao Lu (author) (Search by this author)
;
Bo Da (author) (Search by this author)
National Institute for Materials Science
ORCID SAMURAI ;
Hideki Yoshikawa (author) (Search by this author)
National Institute for Materials Science
ORCID SAMURAI ;
Shigeo Tanuma (author) (Search by this author)
National Institute for Materials Science
ORCID SAMURAI ;
Yang Sun (author) (Search by this author)
;
Zejun Ding (author) (Search by this author)
Keyword
machine learning, inelastic mean free path, LASSO
Date published
2019-12-31
Updated at
2024-09-05 16:30:30 +0900
Predicting the surface roughness of an electrodeposited copper film using a machine learning technique.pdf
Predicting the surface roughness of an electrodeposited copper film using a machine learning technique
Journal article
Creator
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 ;
Ryuichi Inaba (author) (Search by this author)
MITSUBISHI MATERIALS CORPORATION
;
Mami Watanabe (author) (Search by this author)
MITSUBISHI MATERIALS CORPORATION
;
Yutaro Mori (author) (Search by this author)
MITSUBISHI MATERIALS CORPORATION
;
Makoto Urushihara (author) (Search by this author)
MITSUBISHI MATERIALS CORPORATION
;
Kenji Yamaguchi (author) (Search by this author)
MITSUBISHI MATERIALS CORPORATION
;
Shoichi Matsuda (author) (Search by this author)
Research Center for Energy and Environmental Materials (GREEN)/Battery and Cell Materials Field/Automated Electrochemical Experiments Team, National Institute for Materials Science
ORCID SAMURAI
Keyword
electrodeposited copper film, surface roughness, machine learning
Date published
2024-12-31
Updated at
2024-10-31 16:30:15 +0900
2025 ogawa APL final.pdf
Er-driven magnetic tunability in FePt thin films investigated via high-throughput experiments and microstructure analysis for future HAMR media
Journal article
Creator
Daisuke Ogawa (author) (Search by this author)
National Institute for Materials Science
ORCID SAMURAI ;
Yuma Iwasaki (author) (Search by this author)
National Institute for Materials Science
ORCID SAMURAI ;
Jun Uzuhashi (author) (Search by this author)
National Institute for Materials Science
ORCID SAMURAI ;
Yuta Sasaki (author) (Search by this author)
National Institute for Materials Science
ORCID SAMURAI ;
Masato Kotsugi (author) (Search by this author)
;
Yukiko K. Takahashi (author) (Search by this author)
National Institute for Materials Science
ORCID SAMURAI
Keyword
heat-assisted magnetic recording, FePt, combinatorial, high throughput, machine learning, rare-earth doping
Date published
2025-06-23
Updated at
2025-07-11 08:30:48 +0900
Dataset
Supercon 2 Dataset
Dataset
Creator
ORCID
Keyword
superconductors, machine learning, dataset, tdm, materials science
Date published
2022-09-10
Updated at
2022-10-18 10:11:01 +0900
An interpretable linear model bridging data-driven analysis and chemical intuition for Eu2 -phosphor emissions.pdf
An interpretable linear model bridging data-driven analysis and chemical intuition for Eu 2+ -phosphor emissions
Journal article
Creator
ORCID SAMURAI ;
Ryusei Hayasaka (author) (Search by this author)
;
Yuta Matsushima (author) (Search by this author)
ORCID ; ORCID SAMURAI ; ORCID SAMURAI ;
Naoto Hirosaki (author) (Search by this author)
Keyword
materials informatics, phosphor, europium, machine learning, interpretability, linear model, composition-based feature
Date published
2026-12-31
Updated at
2026-07-07 14:31:04 +0900
Acquiring and transferring comprehensive catalyst knowledge through integrated high-throughput experimentation and automatic feature engineering.pdf
Acquiring and transferring comprehensive catalyst knowledge through integrated high-throughput experimentation and automatic feature engineering
Journal article
Creator
Ayu Fujiwara (author) (Search by this author)
Graduate School of Advanced Science and Technology, Japan Advanced Institute of Science and Technology
;
Sunao Nakanowatari (author) (Search by this author)
Graduate School of Advanced Science and Technology, Japan Advanced Institute of Science and Technology
;
Yohei Cho (author) (Search by this author)
Graduate School of Advanced Science and Technology, Japan Advanced Institute of Science and Technology
;
Toshiaki Taniike (author) (Search by this author)
Graduate School of Advanced Science and Technology, Japan Advanced Institute of Science and Technology
Keyword
Catalyst informatics, machine learning, high-throughput experimentation, descriptor, oxidative coupling of methane
Date published
2025-12-31
Updated at
2025-07-16 16:17:04 +0900
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