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Journal article(43)
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machine learning (48)
materials informatics (5)
superconductors (4)
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Keyword: machine learning
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48 records found.
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Analysis of the effect of the Fermi surface matching at Co–Fe and Cu interface on giant magnetoresistance effect using a combinatorial technique
Journal article
Creator
Varun Kumar Kushwaha
(author) (
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https://orcid.org/0000-0001-6344-4264
(unauthenticated)
National Institute for Materials Science
Varun Kumar Kushwaha
;
Ryo Toyama
(author) (
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)
https://orcid.org/0000-0002-7398-5803
National Institute for Materials Science
NIMS Researchers Directory SAMURAI
Ryo Toyama
;
Yoshio Miura
(author) (
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)
https://orcid.org/0000-0002-5605-5452
National Institute for Materials Science
NIMS Researchers Directory SAMURAI
Yoshio Miura
;
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
;
Yuya Sakuraba
(author) (
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)
https://orcid.org/0000-0003-4618-9550
National Institute for Materials Science
NIMS Researchers Directory SAMURAI
Yuya Sakuraba
Keyword
spintronics
,
giant magnetoresistance
,
machine learning
,
Fermi surface
,
interfacial electronic band matching
Date published
2024-12-01
Updated at
2025-01-07 16:30:50 +0900
Capacity Estimation and Knee Point Prediction Using Electrochemical Impedance Spectroscopy for Lithium Metal Battery Degradation via Machine Learning
Journal article
Creator
Qianli Si
(author) (
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)
National Institute for Materials Science
Qianli Si
;
Shoichi Matsuda
(author) (
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)
https://orcid.org/0000-0002-0640-3404
National Institute for Materials Science
NIMS Researchers Directory SAMURAI
Shoichi Matsuda
;
Yasunobu Ando
(author) (
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)
Yasunobu Ando
;
Toshiyuki Momma
(author) (
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)
Toshiyuki Momma
;
Yoshitaka Tateyama
(author) (
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)
https://orcid.org/0000-0002-5532-6134
National Institute for Materials Science
NIMS Researchers Directory SAMURAI
Yoshitaka Tateyama
Keyword
lithium metal battery
,
machine learning
Date published
2025-05-05
Updated at
2025-09-09 12:30:20 +0900
An interpretable linear model bridging data-driven analysis and chemical intuition for Eu
2+
-phosphor emissions
Journal article
Creator
Yukinori Koyama
(author) (
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)
https://orcid.org/0000-0002-7090-4430
NIMS Researchers Directory SAMURAI
Yukinori Koyama
;
Ryusei Hayasaka
(author) (
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)
Ryusei Hayasaka
;
Yuta Matsushima
(author) (
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)
https://orcid.org/0000-0001-5826-1551
(unauthenticated)
Yuta Matsushima
;
Takayuki Nakanishi
(author) (
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)
https://orcid.org/0000-0003-3412-2842
NIMS Researchers Directory SAMURAI
Takayuki Nakanishi
;
Takashi Takeda
(author) (
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)
https://orcid.org/0000-0003-2510-4562
NIMS Researchers Directory SAMURAI
Takashi Takeda
;
Naoto Hirosaki
(author) (
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)
Naoto Hirosaki
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
Non-negative matrix factorization analysis of spatially-resolved photoemission spectra for epitaxially grown graphene on SiC
Journal article
Creator
Masaki Imamura
(author) (
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)
Synchrotron Light Application Center, Saga University
Masaki Imamura
;
Kazutoshi Takahashi
(author) (
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)
Kazutoshi Takahashi
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
Essential structural and experimental descriptors for bulk and grain boundary conductivities of Li solid electrolytes
Journal article
Creator
Yen-Ju Wu
(author) (
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)
https://orcid.org/0000-0003-2647-3407
National Institute for Materials Science
NIMS Researchers Directory SAMURAI
Yen-Ju Wu
;
Takehiro Tanaka
(author) (
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)
Takehiro Tanaka
;
Tomoyuki Komori
(author) (
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)
Tomoyuki Komori
;
Mikiya Fujii
(author) (
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)
Mikiya Fujii
;
Hiroshi Mizuno
(author) (
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)
Hiroshi Mizuno
;
Satoshi Itoh
(author) (
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)
https://orcid.org/0000-0002-8139-582X
(unauthenticated)
National Institute for Materials Science
Satoshi Itoh
;
Tadanobu Takada
(author) (
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)
Tadanobu Takada
;
Erina Fujita
(author) (
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)
https://orcid.org/0000-0002-0987-5597
National Institute for Materials Science
NIMS Researchers Directory SAMURAI
Erina Fujita
;
Yibin Xu
(author) (
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)
https://orcid.org/0000-0001-8600-8748
National Institute for Materials Science
NIMS Researchers Directory SAMURAI
Yibin Xu
Keyword
Ionic conductivity
,
machine learning
,
grain boundary
,
ionic conductor
,
Li battery
,
grain size
,
descriptor
Date published
2020-01-31
Updated at
2024-01-05 22:11:22 +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
Dielectric tensor of perovskite oxides at finite temperature using equivariant graph neural network potentials
Journal article
Creator
Alex Kutana
(author) (
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)
Nagoya University
Alex Kutana
;
Koki Yoshimochi
(author) (
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)
Koki Yoshimochi
;
Ryoji Asahi
(author) (
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)
Ryoji Asahi
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
Automatic extraction of materials and properties from superconductors scientific literature
Journal
Creator
Luca Foppiano
(author) (
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)
https://orcid.org/0000-0002-6114-6164
MaDIS, NIMS
Luca Foppiano
;
Pedro Baptista Castro
(author) (
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)
https://orcid.org/0000-0001-8673-2840
(unauthenticated)
MANA, NIMS
Pedro Baptista Castro
;
Pedro Ortiz Suarez
(author) (
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)
https://orcid.org/0000-0003-0343-8852
(unauthenticated)
Data and Web Science Group, University of Mannheim
Pedro Ortiz Suarez
;
Kensei Terashima
(author) (
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)
https://orcid.org/0000-0003-0375-3043
MANA, NIMS
NIMS Researchers Directory SAMURAI
Kensei Terashima
;
Yoshihiko Takano
(author) (
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)
https://orcid.org/0000-0002-1541-6928
MANA, NIMS
NIMS Researchers Directory SAMURAI
Yoshihiko Takano
;
Masashi Ishii
(author) (
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)
https://orcid.org/0000-0003-0357-2832
MaDIS, NIMS
NIMS Researchers Directory SAMURAI
Masashi Ishii
Keyword
Materials informatics
,
superconductors
,
machine learning
,
NLP
,
TDM
Date published
2023-12-31
Updated at
2024-01-05 22:12:53 +0900
Automatic Extraction of Materials and Properties from Superconductors Scientific Literature
Journal article
Creator
Foppiano Luca
(author) (
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)
https://orcid.org/0000-0002-6114-6164
MaDIS, NIMS
Foppiano Luca
;
Baptista de Castro, Pedro
(author) (
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)
https://orcid.org/0000-0001-8673-2840
(unauthenticated)
MANA, NIMS
Baptista de Castro, Pedro
;
Ortiz Suarez, Pedro
(author) (
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)
https://orcid.org/0000-0003-0343-8852
(unauthenticated)
Data and Web Science Group, University of Mannheim
Ortiz Suarez, Pedro
;
Terashima, Kensei
(author) (
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)
https://orcid.org/0000-0003-0375-3043
MANA, NIMS
NIMS Researchers Directory SAMURAI
Terashima, Kensei
;
Takano, Yoshihiko
(author) (
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)
https://orcid.org/0000-0002-1541-6928
MANA, NIMS
NIMS Researchers Directory SAMURAI
Takano, Yoshihiko
;
Ishii, Masashi
(author) (
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)
https://orcid.org/0000-0002-7721-9735
(unauthenticated)
MaDIS, NIMS
Ishii, Masashi
Keyword
tdm
,
machine learning
,
materials science
,
superconductors
,
database
Date published
2022-09-15
Updated at
2022-10-16 01:44:51 +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
Keyword
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Journal article(43)
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Creative Commons BY Attribution 4.0 International (25)
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