License: Creative Commons BY Attribution 4.0 International Keyword: materials informatics
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An interpretable linear model bridging data-driven analysis and chemical intuition for Eu2 -phosphor emissions.pdf
An interpretable linear model bridging data-driven analysis and chemical intuition for Eu 2+ -phosphor emissions
Journal article
Creator
ORCID SAMURAI ;
Ryusei Hayasaka (author) (Search by this author)
;
Yuta Matsushima (author) (Search by this author)
ORCID ; ORCID SAMURAI ; ORCID SAMURAI ;
Naoto Hirosaki (author) (Search by this author)
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
Research data express a data accumulation and sharing system for digital transformation in materials research.pdf
Research Data Express: a data accumulation and sharing system for digital transformation in materials research
Journal article
Creator
Jun Fujima (author) (Search by this author)
Research Network and Facility Services Division/Materials Data Platform/Data Application Unit, National Institute for Materials Science
ORCID SAMURAI ;
Hideki Yoshikawa (author) (Search by this author)
Research Network and Facility Services Division/Materials Data Platform/Data Application Unit, National Institute for Materials Science
ORCID SAMURAI ;
Hiroko Nagao (author) (Search by this author)
Research Network and Facility Services Division/Materials Data Platform/Data Application Unit, National Institute for Materials Science
;
Hiroaki Tosaka (author) (Search by this author)
Research Network and Facility Services Division/Materials Data Platform/Data Infrastructure Unit, National Institute for Materials Science
;
Takuya Kadohira (author) (Search by this author)
Research Network and Facility Services Division/Materials Data Platform/Data Infrastructure Unit, National Institute for Materials Science
ORCID SAMURAI ;
Masahiko Demura (author) (Search by this author)
Research Network and Facility Services Division, National Institute for Materials Science
ORCID SAMURAI
Keyword
materials informatics, data management system, digital transformation (DX), dataset Template, workflow automation
Date published
2025-12-31
Updated at
2025-12-19 16:30:40 +0900
Efficient discovery of large magnetic anisotropy with thermodynamically stable materials via multi-objective Bayesian optimization.pdf
Efficient discovery of large magnetic anisotropy with thermodynamically stable materials via multi-objective Bayesian optimization
Journal article
Creator
Kohei Nakamura (author) (Search by this author)
;
Daigo Furuya (author) (Search by this author)
;
Yoshio Miura (author) (Search by this author)
National Institute for Materials Science
ORCID SAMURAI ;
Takahiro Yamazaki (author) (Search by this author)
;
Alexandre Lira Foggiatto (author) (Search by this author)
;
Yuma Iwasaki (author) (Search by this author)
National Institute for Materials Science
ORCID SAMURAI ;
Masato Kotsugi (author) (Search by this author)
Keyword
materials informatics
Date published
2025-12-31
Updated at
2025-12-12 08:30:29 +0900
Systematic searches for new inorganic materials assisted by materials informatics.pdf
Systematic searches for new inorganic materials assisted by materials informatics
Journal article
Creator
ORCID SAMURAI ;
Masakazu Akiyama (author) (Search by this author)
ORCID ;
Haruhiko Morito (author) (Search by this author)
ORCID ;
Masaya Fujioka (author) (Search by this author)
ORCID ;
Tohru Sugahara (author) (Search by this author)
ORCID
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
s41598-024-76800-4 (1).pdf
Performance of uncertainty-based active learning for efficient approximation of black-box functions in materials science
Journal article
Creator
Ai Koizumi (author) (Search by this author)
;
Guillaume Deffrennes (author) (Search by this author)
;
Kei Terayama (author) (Search by this author)
; ORCID SAMURAI
Keyword
active learning, black-box function, materials informatics
Date published
2024-11-06
Updated at
2024-11-21 16:35:14 +0900
Data-driven-analysis-of-electron-relaxation-times.pdf
Data-driven analysis of electron relaxation times in PbTe-type thermoelectric materials
Journal article
Creator
Yukari Katsura (author) (Search by this author)
National Institute for Materials Science
ORCID SAMURAI ;
Masaya Kumagai (author) (Search by this author)
;
Takushi Kodani (author) (Search by this author)
;
Mitsunori Kaneshige (author) (Search by this author)
;
Yuki Ando (author) (Search by this author)
National Institute for Materials Science
;
Sakiko Gunji (author) (Search by this author)
;
Yoji Imai (author) (Search by this author)
;
Hideyasu Ouchi (author) (Search by this author)
;
Kazuki Tobita (author) (Search by this author)
;
Kaoru Kimura (author) (Search by this author)
;
Koji Tsuda (author) (Search by this author)
National Institute for Materials Science
ORCID SAMURAI
Keyword
materials informatics, database, data curation, thermoelectric materials, first-principles calculation, electron relaxation time
Date published
2019-12-31
Updated at
2024-10-10 16:31:01 +0900
Semi-automatic staging area for high-quality structured data extraction from scientific literature.pdf
Semi-automatic staging area for high-quality structured data extraction from scientific literature
Journal article
Creator
Luca Foppiano (author) (Search by this author)
National Institute for Materials Science
ORCID ;
Tomoya Mato (author) (Search by this author)
National Institute for Materials Science
ORCID SAMURAI ;
Kensei Terashima (author) (Search by this author)
National Institute for Materials Science
ORCID SAMURAI ;
Pedro Ortiz Suarez (author) (Search by this author)
;
Taku Tou (author) (Search by this author)
; ORCID ;
Wei-Sheng Wang (author) (Search by this author)
National Institute for Materials Science
ORCID ;
Toshiyuki Amagasa (author) (Search by this author)
;
Yoshihiko Takano (author) (Search by this author)
National Institute for Materials Science
ORCID SAMURAI ;
Masashi Ishii (author) (Search by this author)
National Institute for Materials Science
ORCID SAMURAI
Keyword
materials informatics, superconductors, machine learning, database, tdm
Date published
2023-12-31
Updated at
2024-07-11 16:30:24 +0900
Relation extraction with weakly supervised learning based on process structure property performance reciprocity.pdf
Relationship Extraction with Weakly Supervised Learning Based on Process-Structure-Property-Performance Reciprocity
Journal article
Creator
Takeshi Onishi (author) (Search by this author)
;
Takuya Kadohira (author) (Search by this author)
National Institute for Materials Science
ORCID SAMURAI ;
Ikumu Watanabe (author) (Search by this author)
National Institute for Materials Science
ORCID SAMURAI
Keyword
Natural language processing, knowledge extraction, relation extraction, weakly supervised learning, materials informatics
Date published
2018-12-31
Updated at
2024-01-05 22:13:14 +0900
2205.00829.pdf
Function Decomposition Tree with Causality-First Perspective and Systematic Description of Problems in Materials Informatics
Report
Creator
Hiori Kino (author) (Search by this author)
National Institute for Materials Science
ORCID ;
Hieu Chi Dam (author) (Search by this author)
;
Takashi Miyake (author) (Search by this author)
;
Riichiro Mizoguchi (author) (Search by this author)
Keyword
functional decomposition, materials informatics, ontology, knowledge sharing
Date published
Updated at
2024-03-22 10:53:31 +0900
Dataset
A material dictionary database to extract information on permanent magnets from scientific articles
Dataset
Creator
Akira Suzuki (author) (Search by this author)
Research and Services Division of Materials Data and Integrated System, National Institute for Materials Science
ORCID
Keyword
database, magnetic property, materials informatics, natural language processing, ontology, information extraction
Date published
Updated at
2023-01-31 22:30:50 +0900
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