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Journal article(32)
Conference paper(1)
Dataset(1)
Journal(1)
Keyword
machine learning (35)
phosphor (3)
superconductors (3)
tdm (3)
all solid state batteries (2)
europium (2)
inelastic mean free path (2)
materials informatics (2)
solid electrolytes (2)
thermal conductivity (2)
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Keyword: machine learning
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35 records found.
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
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
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
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
Machine-learning-assisted discovery of polymers with high thermal conductivity using a molecular design algorithm
Journal article
Creator
Stephen Wu
(author) (
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)
Stephen Wu
;
Yukiko Kondo
(author) (
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)
Yukiko Kondo
;
Masa-aki Kakimoto
(author) (
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)
Masa-aki Kakimoto
;
Bin Yang
(author) (
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)
Bin Yang
;
Hironao Yamada
(author) (
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)
Hironao Yamada
;
Isao Kuwajima
(author) (
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)
https://orcid.org/0000-0002-5994-3834
NIMS Researchers Directory SAMURAI
Isao Kuwajima
;
Guillaume Lambard
(author) (
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)
https://orcid.org/0000-0003-0275-4079
National Institute for Materials Science
NIMS Researchers Directory SAMURAI
Guillaume Lambard
;
Kenta Hongo
(author) (
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)
Kenta Hongo
;
Yibin Xu
(author) (
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)
https://orcid.org/0000-0001-8600-8748
NIMS Researchers Directory SAMURAI
Yibin Xu
;
Junichiro Shiomi
(author) (
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Junichiro Shiomi
;
Christoph Schick
(author) (
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)
Christoph Schick
;
Junko Morikawa
(author) (
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)
Junko Morikawa
;
Ryo Yoshida
(author) (
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)
Ryo Yoshida
Keyword
machine learning
,
polymer
,
thermal conductivity
,
molecular design
Date published
2019-06-21
Updated at
2024-11-21 16:31:23 +0900
Rapid discovery of new Eu2+-activated phosphors with a designed luminescence color using a data-driven approach
Journal article
Creator
Yukinori Koyama
(author) (
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)
https://orcid.org/0000-0002-7090-4430
Research and Services Division of Materials Data and Integrated System, National Institute for Materials Science
NIMS Researchers Directory SAMURAI
Yukinori Koyama
;
Hidekazu Ikeno
(author) (
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Osaka Metropolitan University
Hidekazu Ikeno
;
Masamichi Harada
(author) (
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)
Research Center for Functional Materials, National Institute for Materials Science
Masamichi Harada
;
Shiro Funahashi
(author) (
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)
Research Center for Functional Materials, National Institute for Materials Science
Shiro Funahashi
;
Takashi Takeda
(author) (
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)
https://orcid.org/0000-0003-2510-4562
Research Center for Functional Materials, National Institute for Materials Science
NIMS Researchers Directory SAMURAI
Takashi Takeda
;
Naoto Hirosaki
(author) (
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)
Research Center for Functional Materials, National Institute for Materials Science
Naoto Hirosaki
Keyword
phosphor
,
materials design
,
machine learning
,
luminescence
,
emission spectrum
,
Eu2+
Date published
2022-11-29
Updated at
2024-01-05 22:11:23 +0900
Multi-Objective Optimization of Adhesive Joint Strength and Elastic Modulus of Adhesive Epoxy with Active Learning
Journal article
Creator
Paripat Kraisornkachit
(author) (
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https://orcid.org/0000-0002-0796-3665
NIMS Researchers Directory SAMURAI
Paripat Kraisornkachit
;
Masanobu Naito
(author) (
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https://orcid.org/0000-0001-7198-819X
NIMS Researchers Directory SAMURAI
Masanobu Naito
;
Chao Kang
(author) (
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)
https://orcid.org/0000-0002-9567-0976
(unauthenticated)
Chao Kang
;
Chiaki Sato
(author) (
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)
Chiaki Sato
Keyword
experimental testing
,
multi-objective optimization
,
epoxy
,
adhesive
,
elastic modulus
,
machine learning
,
active learning
Date published
2024-06-12
Updated at
2025-01-07 08:30:26 +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
Computational discovery of stable Na-ion sulfide solid electrolytes with high conductivity at room temperature
Journal article
Creator
Seong-Hoon Jang
(author) (
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)
https://orcid.org/0000-0001-6026-636X
(unauthenticated)
Seong-Hoon Jang
;
Randy Jalem
(author) (
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)
https://orcid.org/0000-0001-9505-771X
National Institute for Materials Science
NIMS Researchers Directory SAMURAI
Randy Jalem
;
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
all solid state batteries
,
solid electrolytes
,
high-throughput first-principles calculation
,
computational materials search
,
machine learning
,
sodium ion conductors
Date published
2024-08-05
Updated at
2024-10-10 16:30:52 +0900
Accelerating Materials Discovery of Novel Europium(II)-Activated Phosphors through Machine Learning Classification of Europium Valences
Journal article
Creator
Yukinori Koyama
(author) (
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)
https://orcid.org/0000-0002-7090-4430
NIMS Researchers Directory SAMURAI
Yukinori Koyama
;
Yukako Kohriki
(author) (
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)
https://orcid.org/0000-0002-6858-1273
NIMS Researchers Directory SAMURAI
Yukako Kohriki
;
Masamichi Harada
(author) (
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)
https://orcid.org/0000-0002-7321-0733
NIMS Researchers Directory SAMURAI
Masamichi Harada
;
Naoto Hirosaki
(author) (
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)
https://orcid.org/0000-0001-9218-9557
NIMS Researchers Directory SAMURAI
Naoto Hirosaki
;
Takashi Takeda
(author) (
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)
https://orcid.org/0000-0003-2510-4562
NIMS Researchers Directory SAMURAI
Takashi Takeda
Keyword
phosphor
,
machine learning
,
europium
,
oxidation state
Date published
2024-12-10
Updated at
2025-11-25 08:30:03 +0900
Keyword
machine learning
(35)
phosphor
(3)
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(3)
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(3)
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(2)
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(2)
inelastic mean free path
(2)
materials informatics
(2)
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(2)
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FePt
(1)
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Interfacial thermal resistance
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Materials informatics
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(1)
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(1)
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(1)
artificial intelligence
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biomass
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carbon
(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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(1)
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(1)
surface roughness
(1)
targeted drug delivery
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(1)
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