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Journal article(16)
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data curation (4)
database (4)
Machine learning (3)
Materials informatics (3)
machine learning (3)
materials informatics (3)
Crystal structure (2)
Materials (2)
first-principles calculation (2)
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Creative Commons BY Attribution 4.0 International (11)
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16 records found. Displaying records 1 to 10.
Development of LLM-assisted data curation tools for the Starrydata materials science database
Journal article
Creator
Yukari Katsura
(author) (
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)
https://orcid.org/0000-0002-8905-2995
National Institute for Materials Science
NIMS Researchers Directory SAMURAI
Yukari Katsura
;
Tomoya Mato
(author) (
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)
https://orcid.org/0000-0002-0918-6468
Center for Basic Research on Materials, National Institute for Materials Science
NIMS Researchers Directory SAMURAI
Tomoya Mato
;
Yu Takada
(author) (
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)
https://orcid.org/0009-0002-0709-1817
Center for Basic Research on Materials, National Institute for Materials Science
NIMS Researchers Directory SAMURAI
Yu Takada
;
Eiji Koyama
(author) (
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)
Center for Basic Research on Materials, National Institute for Materials Science (NIMS)
Eiji Koyama
;
Dewi Yana
(author) (
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)
Center for Basic Research on Materials, National Institute for Materials Science (NIMS)
Dewi Yana
;
Atsumi Tanaka
(author) (
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)
Center for Basic Research on Materials, National Institute for Materials Science (NIMS)
Atsumi Tanaka
;
Masaya Kumagai
(author) (
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)
Sakura Internet Research Center, Sakura Internet Inc.
Masaya Kumagai
Keyword
Materials informatics
,
materials database
,
data curation
,
literature data mining
,
automated data extraction
,
automated knowledge extraction
,
large language model
Date published
2025-12-31
Updated at
2026-01-20 09:35:27 +0900
Starrydata: from published plots to shared materials data
Journal article
Creator
Yukari Katsura
(author) (
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)
https://orcid.org/0000-0002-8905-2995
NIMS Researchers Directory SAMURAI
Yukari Katsura
;
Masaya Kumagai
(author) (
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)
Masaya Kumagai
;
Tomoya Mato
(author) (
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)
https://orcid.org/0000-0002-0918-6468
NIMS Researchers Directory SAMURAI
Tomoya Mato
;
Yu Takada
(author) (
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)
Yu Takada
;
Yuki Ando
(author) (
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)
Yuki Ando
;
Erina Fujita
(author) (
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)
Erina Fujita
;
Fumikazu Hosono
(author) (
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)
Fumikazu Hosono
;
Eiji Koyama
(author) (
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)
Eiji Koyama
;
Farhan Mudasar
(author) (
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)
Farhan Mudasar
;
Ton Nu Thanh Phuong
(author) (
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)
Ton Nu Thanh Phuong
;
Naoto Saito
(author) (
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)
Naoto Saito
;
Yoshihiro Sakamoto
(author) (
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)
Yoshihiro Sakamoto
;
Atsumi Tanaka
(author) (
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)
Atsumi Tanaka
;
Dewi Yana
(author) (
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)
Dewi Yana
;
Kaoru Kimura
(author) (
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)
Kaoru Kimura
;
Koji Tsuda
(author) (
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)
https://orcid.org/0000-0002-4288-1606
NIMS Researchers Directory SAMURAI
Koji Tsuda
;
Masahiko Demura
(author) (
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)
https://orcid.org/0000-0002-7308-3041
NIMS Researchers Directory SAMURAI
Masahiko Demura
Keyword
Materials informatics
,
database
,
data mining
,
plot digitization
,
open data
,
literature data
,
inorganic materials
Date published
2025-12-31
Updated at
2025-06-25 08:30:35 +0900
Data-driven analysis and visualization of dielectric properties curated from scientific literature
Journal article
Creator
Tomoki Murata
(author) (
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)
https://orcid.org/0000-0001-8698-9953
(unauthenticated)
Tomoki Murata
;
Naoto Saito
(author) (
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)
Naoto Saito
;
Eiji Koyama
(author) (
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)
Eiji Koyama
;
Ton Nu Thanh Phuong
(author) (
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)
Ton Nu Thanh Phuong
;
Ryusuke Misawa
(author) (
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)
Ryusuke Misawa
;
Satoshi Yokomizo
(author) (
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)
Satoshi Yokomizo
;
Tomoya Mato
(author) (
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)
https://orcid.org/0000-0002-0918-6468
NIMS Researchers Directory SAMURAI
Tomoya Mato
;
Yu Takada
(author) (
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)
https://orcid.org/0009-0002-0709-1817
NIMS Researchers Directory SAMURAI
Yu Takada
;
Sakyo Hirose
(author) (
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)
https://orcid.org/0000-0003-4090-7806
(unauthenticated)
Sakyo Hirose
;
Yukari Katsura
(author) (
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)
https://orcid.org/0000-0002-8905-2995
NIMS Researchers Directory SAMURAI
Yukari Katsura
Keyword
Materials data analysis
,
database
,
data curation
,
dielectric materials
,
ferroelectric
,
machine learning
,
dimensionality reduction
Date published
2025-12-31
Updated at
2025-06-12 16:30:20 +0900
Systematic searches for new inorganic materials assisted by materials informatics
Journal article
Creator
Yukari Katsura
(author) (
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)
https://orcid.org/0000-0002-8905-2995
NIMS Researchers Directory SAMURAI
Yukari Katsura
;
Masakazu Akiyama
(author) (
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)
https://orcid.org/0000-0003-0233-578X
(unauthenticated)
Masakazu Akiyama
;
Haruhiko Morito
(author) (
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)
https://orcid.org/0000-0003-3440-4778
(unauthenticated)
Haruhiko Morito
;
Masaya Fujioka
(author) (
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)
https://orcid.org/0000-0002-5829-6591
(unauthenticated)
Masaya Fujioka
;
Tohru Sugahara
(author) (
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)
https://orcid.org/0000-0001-5842-5392
(unauthenticated)
Tohru Sugahara
Keyword
Inorganic chemistry
,
materials informatics
,
machine learning
,
crystal structure analysis
,
database
,
high-throughput synthesis
,
ion diffusion control
Date published
2025-12-31
Updated at
2025-06-03 08:30:27 +0900
Elemental Reactivity Maps for Materials Discovery
Journal article
Creator
Yuki Inada
(author) (
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)
https://orcid.org/0000-0002-9104-1320
(unauthenticated)
Yuki Inada
;
Masaya Fujioka
(author) (
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)
https://orcid.org/0000-0002-5829-6591
(unauthenticated)
Masaya Fujioka
;
Haruhiko Morito
(author) (
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)
Haruhiko Morito
;
Tohru Sugahara
(author) (
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)
https://orcid.org/0000-0001-5842-5392
(unauthenticated)
Tohru Sugahara
;
Hisanori Yamane
(author) (
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)
https://orcid.org/0000-0002-7931-5210
(unauthenticated)
Hisanori Yamane
;
Yukari Katsura
(author) (
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)
https://orcid.org/0000-0002-8905-2995
NIMS Researchers Directory SAMURAI
Yukari Katsura
Keyword
Crystal structure
,
Elements
,
Machine learning
,
Materials
,
Reactivity
Date published
2025-03-25
Updated at
2026-02-21 16:30:08 +0900
Comprehensive experimental datasets of quasicrystals and their approximants
Journal article
Creator
Erina Fujita
(author) (
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)
https://orcid.org/0000-0002-0987-5597
Center for Basic Research on Materials/Data-driven Materials Research Field/Materials Modeling Group, National Institute for Materials Science
NIMS Researchers Directory SAMURAI
Erina Fujita
;
Chang Liu
(author) (
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)
The Institute of Statistical Mathematics
Chang Liu
;
Asuka Ishikawa
(author) (
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)
Tokyo University of Science, Graduate School of Advanced Engineering Department of Materials Science and Technology
Asuka Ishikawa
;
Tomoya Mato
(author) (
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)
https://orcid.org/0000-0002-0918-6468
Center for Basic Research on Materials/Data-driven Materials Research Field/Materials Modeling Group, National Institute for Materials Science
NIMS Researchers Directory SAMURAI
Tomoya Mato
;
Koichi Kitahara
(author) (
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)
National Defense Academy
Koichi Kitahara
;
Ryuji Tamura
(author) (
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)
Tokyo University of Science, Graduate School of Advanced Engineering Department of Materials Science and Technology
Ryuji Tamura
;
Kaoru Kimura
(author) (
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)
https://orcid.org/0000-0001-5050-4256
The Institute of Statistical Mathematics
Kaoru Kimura
;
Ryo Yoshida
(author) (
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)
https://orcid.org/0000-0001-8092-0162
(unauthenticated)
The Institute of Statistical Mathematics
Ryo Yoshida
;
Yukari Katsura
(author) (
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)
https://orcid.org/0000-0002-8905-2995
Center for Basic Research on Materials/Data-driven Materials Research Field/Materials Modeling Group, National Institute for Materials Science
NIMS Researchers Directory SAMURAI
Yukari Katsura
Keyword
Databases
,
Electronic properties and materials
,
Metals and alloys
Date published
2024-11-13
Updated at
2024-12-05 12:47:25 +0900
Quasicrystals predicted and discovered by machine learning
Journal article
Creator
Chang Liu
(author) (
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)
Chang Liu
;
Koichi Kitahara
(author) (
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)
Koichi Kitahara
;
Asuka Ishikawa
(author) (
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)
Asuka Ishikawa
;
Takanobu Hiroto
(author) (
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)
https://orcid.org/0000-0002-6176-5782
National Institute for Materials Science
NIMS Researchers Directory SAMURAI
Takanobu Hiroto
;
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
;
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
;
Yukari Katsura
(author) (
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)
https://orcid.org/0000-0002-8905-2995
National Institute for Materials Science
NIMS Researchers Directory SAMURAI
Yukari Katsura
;
Yuki Inada
(author) (
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)
Yuki Inada
;
Ryuji Tamura
(author) (
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)
Ryuji Tamura
;
Kaoru Kimura
(author) (
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)
https://orcid.org/0000-0001-5050-4256
National Institute for Materials Science
Kaoru Kimura
;
Ryo Yoshida
(author) (
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)
https://orcid.org/0000-0001-8092-0162
(unauthenticated)
Ryo Yoshida
Keyword
Crystal forms
,
Crystal phenomena
,
Crystal structure
,
Alloys
,
Machine learning
Date published
2023-09-25
Updated at
2024-11-21 16:36:03 +0900
Atomic descriptors generated from coordination polyhedra in crystal structures
Journal article
Creator
Yuki Inada
(author) (
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)
Yuki Inada
;
Yukari Katsura
(author) (
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)
https://orcid.org/0000-0002-8905-2995
National Institute for Materials Science
NIMS Researchers Directory SAMURAI
Yukari Katsura
;
Masaya Kumagai
(author) (
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)
Masaya Kumagai
;
Kaoru Kimura
(author) (
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)
Kaoru Kimura
Keyword
Materials informatics
,
machine learning
,
atomic descriptors
,
coordination polyhedra
,
formation energy prediction
,
band gap prediction
Date published
2021-01-01
Updated at
2024-11-21 16:35:29 +0900
High-Pressure Diffusion Control: Na Extraction from NaAlB14
Journal article
Creator
Masaya Fujioka
(author) (
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)
https://orcid.org/0000-0002-5829-6591
(unauthenticated)
Research Institute for Electronic Science, Hokkaido University / RIES
Masaya Fujioka
;
Mihiro Hoshino
(author) (
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)
Research Institute for Electronic Science, Hokkaido University / RIES
Mihiro Hoshino
;
Suguru Iwasaki
(author) (
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)
https://orcid.org/0000-0002-8181-6137
(unauthenticated)
Research Institute for Electronic Science, Hokkaido University / RIES
Suguru Iwasaki
;
Haruhiko Morito
(author) (
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)
The Institute for Materials Research, Tohoku University
Haruhiko Morito
;
Masaya Kumagai
(author) (
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)
SAKURA Internet
Masaya Kumagai
;
Yukari Katsura
(author) (
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)
https://orcid.org/0000-0002-8905-2995
Center for Basic Research on Materials/Data-driven Materials Research Field/Materials Modeling Group, National Institute for Materials Science
NIMS Researchers Directory SAMURAI
Yukari Katsura
;
Khurelbaatar Zagarzusem
(author) (
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Mongolian University of Science and Technology
Khurelbaatar Zagarzusem
;
Madoka Ono
(author) (
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)
Research Institute for Electronic Science, Hokkaido University / RIES
Madoka Ono
;
Junji Nishii
(author) (
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)
Hokkaido University
Junji Nishii
Keyword
Materials
,
Extraction
,
Ions
,
Cancer
,
Diffusion
Date published
2023-04-11
Updated at
2024-11-21 16:31:45 +0900
Effects of data bias on machine-learning–based material discovery using experimental property data
Journal article
Creator
Masaya Kumagai
(author) (
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)
Masaya Kumagai
;
Yuki Ando
(author) (
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)
Yuki Ando
;
Atsumi Tanaka
(author) (
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)
Atsumi Tanaka
;
Koji Tsuda
(author) (
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)
https://orcid.org/0000-0002-4288-1606
National Institute for Materials Science
NIMS Researchers Directory SAMURAI
Koji Tsuda
;
Yukari Katsura
(author) (
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)
https://orcid.org/0000-0002-8905-2995
National Institute for Materials Science
NIMS Researchers Directory SAMURAI
Yukari Katsura
;
Ken Kurosaki
(author) (
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)
https://orcid.org/0000-0002-3015-3206
(unauthenticated)
Ken Kurosaki
Keyword
Machine learning
,
material informatics
,
large-scale material data
,
data bias
Date published
2022-12-31
Updated at
2024-11-16 08:31:01 +0900
Keyword
data curation
(4)
database
(4)
Machine learning
(3)
Materials informatics
(3)
machine learning
(3)
materials informatics
(3)
Crystal structure
(2)
Materials
(2)
first-principles calculation
(2)
materials database
(2)
thermoelectric materials
(2)
Alloys
(1)
B2O3 flux
(1)
Boltzmann transport calculation
(1)
Cancer
(1)
Crystal forms
(1)
Crystal phenomena
(1)
Databases
(1)
Delaunay polyhedra
(1)
Diffusion
(1)
Electronic properties and materials
(1)
Elements
(1)
Extraction
(1)
Inorganic chemistry
(1)
Ions
(1)
Materials data analysis
(1)
Materials science
(1)
Metals and alloys
(1)
Reactivity
(1)
Thermal property
(1)
atomic descriptors
(1)
automated data extraction
(1)
automated knowledge extraction
(1)
band gap prediction
(1)
bond angle
(1)
boron-rich boride
(1)
coordination polyhedra
(1)
crystal structure
(1)
crystal structure analysis
(1)
crystal structure type
(1)
crystal structure;
(1)
data bias
(1)
data mining
(1)
dielectric materials
(1)
dimensionality reduction
(1)
electron relaxation time
(1)
ferroelectric
(1)
formation energy prediction
(1)
hierarchical classification
(1)
high-throughput synthesis
(1)
inorganic materials
(1)
ion diffusion control
(1)
large language model
(1)
large-scale material data
(1)
literature data
(1)
literature data mining
(1)
material informatics
(1)
open data
(1)
plot digitization
(1)
silicon
(1)
single-crystal
(1)
sodium
(1)
solid angle
(1)
thermoelectric properties
(1)
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Collection
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Journal article(16)
Keyword
data curation (4)
database (4)
Machine learning (3)
Materials informatics (3)
machine learning (3)
materials informatics (3)
Crystal structure (2)
Materials (2)
first-principles calculation (2)
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(more)
License
Creative Commons BY Attribution 4.0 International (11)
In Copyright (3)
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