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Article and Dataset
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Resource type
Journal article(5)
Dataset(1)
Keyword
machine learning (6)
phosphor (3)
europium (2)
Eu2+ (1)
all solid state batteries (1)
composition-based feature (1)
computational materials search (1)
dataset (1)
density-functional theory (1)
electrocatalysis (1)
(more)
License
Creative Commons BY Attribution 4.0 International (4)
https://creativecommons.org/licenses/by-nc/3.0/legalcode (1)
In Copyright (1)
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application/pdf (5)
text/csv (2)
application/vnd.openxmlformats-officedocument.wordprocessingml.document (1)
chemical/x-cif (1)
Keyword: machine learning
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6 records found.
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
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
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
2023 Roadmap on molecular modelling of electrochemical energy materials
Journal article
Creator
Chao Zhang
(author) (
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)
Chao Zhang
;
Jun Cheng
(author) (
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)
Jun Cheng
;
Yiming Chen
(author) (
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)
Yiming Chen
;
Maria K Y Chan
(author) (
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)
Maria K Y Chan
;
Qiong Cai
(author) (
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)
Qiong Cai
;
Rodrigo P Carvalho
(author) (
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)
Rodrigo P Carvalho
;
Cleber F N Marchiori
(author) (
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)
Cleber F N Marchiori
;
Daniel Brandell
(author) (
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)
Daniel Brandell
;
C Moyses Araujo
(author) (
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)
C Moyses Araujo
;
Ming Chen
(author) (
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)
Ming Chen
;
Xiangyu Ji
(author) (
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)
Xiangyu Ji
;
Guang Feng
(author) (
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)
Guang Feng
;
Kateryna Goloviznina
(author) (
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)
Kateryna Goloviznina
;
Alessandra Serva
(author) (
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)
Alessandra Serva
;
Mathieu Salanne
(author) (
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)
Mathieu Salanne
;
Toshihiko Mandai
(author) (
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)
https://orcid.org/0000-0002-2403-7794
National Institute for Materials Science (NIMS)
NIMS Researchers Directory SAMURAI
Toshihiko Mandai
;
Tomooki Hosaka
(author) (
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Tomooki Hosaka
;
Mirna Alhanash
(author) (
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)
Mirna Alhanash
;
Patrik Johansson
(author) (
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)
Patrik Johansson
;
Yun-Ze Qiu
(author) (
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)
Yun-Ze Qiu
;
Hai Xiao
(author) (
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)
Hai Xiao
;
Michael Eikerling
(author) (
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)
Michael Eikerling
;
Ryosuke Jinnouchi
(author) (
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)
Ryosuke Jinnouchi
;
Marko M Melander
(author) (
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)
Marko M Melander
;
Georg Kastlunger
(author) (
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)
Georg Kastlunger
;
Assil Bouzid
(author) (
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)
Assil Bouzid
;
Alfredo Pasquarello
(author) (
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)
Alfredo Pasquarello
;
Seung-Jae Shin
(author) (
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)
Seung-Jae Shin
;
Minho M Kim
(author) (
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)
Minho M Kim
;
Hyungjun Kim
(author) (
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)
Hyungjun Kim
;
Kathleen Schwarz
(author) (
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)
Kathleen Schwarz
;
Ravishankar Sundararaman
(author) (
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)
Ravishankar Sundararaman
Keyword
electrochemical interfaces
,
density-functional theory
,
molecular dynamics simulation
,
electrochemical energy storage
,
machine learning
,
electrocatalysis
Date published
2023-10-01
Updated at
2024-03-22 00:53:39 +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
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
Keyword
machine learning
(6)
phosphor
(3)
europium
(2)
Eu2+
(1)
all solid state batteries
(1)
composition-based feature
(1)
computational materials search
(1)
dataset
(1)
density-functional theory
(1)
electrocatalysis
(1)
electrochemical energy storage
(1)
electrochemical interfaces
(1)
emission spectrum
(1)
high-throughput first-principles calculation
(1)
interpretability
(1)
linear model
(1)
luminescence
(1)
materials design
(1)
materials informatics
(1)
materials science
(1)
molecular dynamics simulation
(1)
oxidation state
(1)
sodium ion conductors
(1)
solid electrolytes
(1)
superconductors
(1)
tdm
(1)
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