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machine learning (28)
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Keyword: machine learning
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28 records found. Displaying records 1 to 10.
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Graph Network-Based Simulation of Multicellular Dynamics Driven by Concentrated Polymer Brush-Modified Cellulose Nanofibers
Journal article
Creator
Chiaki Yoshikawa
(author) (
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https://orcid.org/0000-0002-6589-387X
National Institute for Materials Science
NIMS Researchers Directory SAMURAI
Chiaki Yoshikawa
;
Duc Anh Nguyen
(author) (
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)
Duc Anh Nguyen
;
Tadashi Nakaji-Hirabayashi
(author) (
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)
Tadashi Nakaji-Hirabayashi
;
Ichigaku Takigawa
(author) (
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)
Ichigaku Takigawa
;
Hiroshi Mamitsuka
(author) (
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)
Hiroshi Mamitsuka
Keyword
cellulose nanofiber
,
concentrated polymer brush
,
hMSC
,
self-assembly
,
machine learning
Date published
2024-04-08
Updated at
2024-08-27 08:30:31 +0900
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) (
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https://orcid.org/0000-0002-4373-6435
National Institute for Materials Science
NIMS Researchers Directory SAMURAI
Daisuke Ogawa
;
Yuma Iwasaki
(author) (
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)
https://orcid.org/0000-0002-7117-277X
National Institute for Materials Science
NIMS Researchers Directory SAMURAI
Yuma Iwasaki
;
Jun Uzuhashi
(author) (
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https://orcid.org/0000-0003-2023-8158
National Institute for Materials Science
NIMS Researchers Directory SAMURAI
Jun Uzuhashi
;
Yuta Sasaki
(author) (
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https://orcid.org/0000-0002-9192-4799
National Institute for Materials Science
NIMS Researchers Directory SAMURAI
Yuta Sasaki
;
Masato Kotsugi
(author) (
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)
Masato Kotsugi
;
Yukiko K. Takahashi
(author) (
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)
https://orcid.org/0000-0001-9197-7236
National Institute for Materials Science
NIMS Researchers Directory SAMURAI
Yukiko K. Takahashi
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
Predicting the surface roughness of an electrodeposited copper film using a machine learning technique
Journal article
Creator
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
;
Ryuichi Inaba
(author) (
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)
MITSUBISHI MATERIALS CORPORATION
Ryuichi Inaba
;
Mami Watanabe
(author) (
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)
MITSUBISHI MATERIALS CORPORATION
Mami Watanabe
;
Yutaro Mori
(author) (
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)
MITSUBISHI MATERIALS CORPORATION
Yutaro Mori
;
Makoto Urushihara
(author) (
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MITSUBISHI MATERIALS CORPORATION
Makoto Urushihara
;
Kenji Yamaguchi
(author) (
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MITSUBISHI MATERIALS CORPORATION
Kenji Yamaguchi
;
Shoichi Matsuda
(author) (
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)
https://orcid.org/0000-0002-0640-3404
Research Center for Energy and Environmental Materials (GREEN)/Battery and Cell Materials Field/Automated Electrochemical Experiments Team, National Institute for Materials Science
NIMS Researchers Directory SAMURAI
Shoichi Matsuda
Keyword
electrodeposited copper film
,
surface roughness
,
machine learning
Date published
2024-12-31
Updated at
2024-10-31 16:30:15 +0900
Theoretical investigation of oxidation mechanism in Ti and its alloys
Conference paper
Creator
Ryoji Sahara
(author) (
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)
https://orcid.org/0000-0003-0788-2985
Research Center for Structural Materials/Materials Evaluation Field/Computational Structural Materials Group, National Institute for Materials Science
NIMS Researchers Directory SAMURAI
Ryoji Sahara
;
Somesh Kr. Bhattacharya
(author) (
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Research Center for Structural Materials/Design and Producing Field/Computational Structural Materials Group, National Institute for Materials Science
Somesh Kr. Bhattacharya
;
Kanika Kohli
(author) (
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)
Indian Institute of Science Education and Research Pune
Kanika Kohli
;
Prasenjit Ghosh
(author) (
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)
Indian Institute of Science Education and Research Pune
Prasenjit Ghosh
;
Kyosuke Ueda
(author) (
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Tohoku Univ.
Kyosuke Ueda
;
Takayuki Narushima
(author) (
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)
Tohoku Univ.
Takayuki Narushima
Keyword
high temperature oxidation
,
parabolic rate constant
,
first principles calculations
,
machine learning
,
electronegativity
Date published
Updated at
2024-10-18 16:30:37 +0900
Discovery of liquid crystalline polymers with high thermal conductivity using machine learning
Journal article
Creator
Hayato Maeda
(author) (
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)
https://orcid.org/0009-0004-1662-8000
(unauthenticated)
Hayato Maeda
;
Stephen Wu
(author) (
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)
https://orcid.org/0000-0002-7847-8106
(unauthenticated)
Stephen Wu
;
Rika Marui
(author) (
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https://orcid.org/0009-0009-2506-1196
(unauthenticated)
Rika Marui
;
Erina Yoshida
(author) (
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)
Erina Yoshida
;
Kan Hatakeyama-Sato
(author) (
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Kan Hatakeyama-Sato
;
Yuta Nabae
(author) (
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Yuta Nabae
;
Shiori Nakagawa
(author) (
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Shiori Nakagawa
;
Meguya Ryu
(author) (
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Meguya Ryu
;
Ryohei Ishige
(author) (
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Ryohei Ishige
;
Yoh Noguchi
(author) (
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Yoh Noguchi
;
Yoshihiro Hayashi
(author) (
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https://orcid.org/0000-0002-7650-4083
(unauthenticated)
Yoshihiro Hayashi
;
Masashi Ishii
(author) (
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https://orcid.org/0000-0003-0357-2832
NIMS Researchers Directory SAMURAI
Masashi Ishii
;
Isao Kuwajima
(author) (
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https://orcid.org/0000-0002-5994-3834
NIMS Researchers Directory SAMURAI
Isao Kuwajima
;
Felix Jiang
(author) (
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Felix Jiang
;
Xuan Thang Vu
(author) (
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Xuan Thang Vu
;
Sven Ingebrandt
(author) (
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https://orcid.org/0000-0002-0405-2727
(unauthenticated)
Sven Ingebrandt
;
Masatoshi Tokita
(author) (
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Masatoshi Tokita
;
Junko Morikawa
(author) (
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https://orcid.org/0000-0002-9530-9478
(unauthenticated)
Junko Morikawa
;
Ryo Yoshida
(author) (
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)
https://orcid.org/0000-0001-8092-0162
(unauthenticated)
Ryo Yoshida
;
Teruaki Hayakawa
(author) (
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)
Teruaki Hayakawa
Keyword
liquid crystalline polymer
,
thermal conductivity
,
machine learning
,
PoLyInfo
Date published
2025-07-02
Updated at
2025-08-19 12:30:21 +0900
Deep Learning Enables Rapid Identification of a New Quasicrystal from Multiphase Powder Diffraction Patterns
Journal article
Creator
Hirotaka Uryu
(author) (
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Hirotaka Uryu
;
Tsunetomo Yamada
(author) (
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Tsunetomo Yamada
;
Koichi Kitahara
(author) (
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)
Koichi Kitahara
;
Alok Singh
(author) (
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)
https://orcid.org/0000-0001-5515-8305
National Institute for Materials Science
NIMS Researchers Directory SAMURAI
Alok Singh
;
Yutaka Iwasaki
(author) (
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)
https://orcid.org/0000-0002-7317-4939
National Institute for Materials Science
NIMS Researchers Directory SAMURAI
Yutaka Iwasaki
;
Kaoru Kimura
(author) (
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https://orcid.org/0000-0001-5050-4256
National Institute for Materials Science
Kaoru Kimura
;
Kanta Hiroki
(author) (
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)
Kanta Hiroki
;
Naoki Miyao
(author) (
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)
Naoki Miyao
;
Asuka Ishikawa
(author) (
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Asuka Ishikawa
;
Ryuji Tamura
(author) (
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Ryuji Tamura
;
Satoshi Ohhashi
(author) (
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Satoshi Ohhashi
;
Chang Liu
(author) (
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)
Chang Liu
;
Ryo Yoshida
(author) (
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)
Ryo Yoshida
Keyword
deep learning
,
x-ray powder diffraction
,
quasicrystal
,
phase identification
,
machine learning
Date published
2023-11-14
Updated at
2024-12-13 12:30:39 +0900
Pitfalls in Artificial Intelligence Powered Discovery Due to Electrocatalyst Evaluation Methodologies
Journal article
Creator
Abraham Castro Garcia
(author) (
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Abraham Castro Garcia
;
Ken Sakaushi
(author) (
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)
https://orcid.org/0000-0003-4797-9087
National Institute for Materials Science
NIMS Researchers Directory SAMURAI
Ken Sakaushi
Keyword
machine learning
Date published
2025-09-04
Updated at
2026-04-30 12:01:11 +0900
Supercon 2 Dataset
Dataset
Creator
Foppiano, Luca
(author) (
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)
https://orcid.org/0000-0002-6114-6164
Foppiano, Luca
Keyword
superconductors
,
machine learning
,
dataset
,
tdm
,
materials science
Date published
2022-09-10
Updated at
2022-10-18 10:11:01 +0900
Networking autonomous material exploration systems through transfer learning
Journal article
Creator
Naoki Yoshida
(author) (
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)
Naoki Yoshida
;
Yutaro Iwabuchi
(author) (
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)
Yutaro Iwabuchi
;
Yasuhiko Igarashi
(author) (
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)
Yasuhiko Igarashi
;
Yuma Iwasaki
(author) (
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)
https://orcid.org/0000-0002-7117-277X
National Institute for Materials Science
NIMS Researchers Directory SAMURAI
Yuma Iwasaki
Keyword
machine learning
Date published
2025-12-09
Updated at
2025-12-13 08:30:26 +0900
Unveiling the principle descriptor for predicting the electron inelastic mean free path based on a machine learning framework
Journal article
Creator
Xun Liu
(author) (
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)
National Institute for Materials Science
Xun Liu
;
Zhufeng Hou
(author) (
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)
Zhufeng Hou
;
Dabao Lu
(author) (
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Dabao Lu
;
Bo Da
(author) (
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https://orcid.org/0000-0002-0785-8662
National Institute for Materials Science
NIMS Researchers Directory SAMURAI
Bo Da
;
Hideki Yoshikawa
(author) (
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https://orcid.org/0000-0002-7389-8865
National Institute for Materials Science
NIMS Researchers Directory SAMURAI
Hideki Yoshikawa
;
Shigeo Tanuma
(author) (
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https://orcid.org/0000-0003-2628-9941
National Institute for Materials Science
NIMS Researchers Directory SAMURAI
Shigeo Tanuma
;
Yang Sun
(author) (
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)
Yang Sun
;
Zejun Ding
(author) (
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Zejun Ding
Keyword
machine learning
,
inelastic mean free path
,
LASSO
Date published
2019-12-31
Updated at
2024-09-05 16:30:30 +0900
Keyword
machine learning
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(3)
Interfacial thermal resistance
(2)
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(2)
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(2)
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(2)
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(2)
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(2)
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(2)
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(1)
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(1)
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(1)
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(1)
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(1)
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Collection
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Journal article(25)
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machine learning (28)
phosphor (3)
Interfacial thermal resistance (2)
all solid state batteries (2)
europium (2)
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solid electrolytes (2)
tdm (2)
thermal conductivity (2)
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Creative Commons BY Attribution 4.0 International (15)
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