11 records found.
Combination of recommender system and single-particle diagnosis for accelerated discovery of novel nitrides
- Journal article
- Creator
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KOYAMA, Yukinori (author) (Search by this author)
;
SEKO, Atsuto (author) (Search by this author)
https://orcid.org/0000-0002-2473-3837
(unauthenticated)
;
TANAKA, Isao (author) (Search by this author)
https://orcid.org/0000-0002-4616-118X
(unauthenticated)
;
FUNAHASHI, Shiro (author) (Search by this author)
;
HIROSAKI, Naoto (author) (Search by this author)
- Keyword
- materials informatics, density functional theory calculation, materials search
- Date published
- 2021-06-14
- Updated at
- 2024-01-05 22:12:06 +0900
Multiobjective Solid Electrolyte Design of Tetragonal and Cubic Inverse-Perovskites for All-Solid-State Lithium-Ion Batteries by High-Throughput Density Functional Theory Calculations and AI-Driven Methods
- Journal article
- Creator
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JALEM Randy (author) (Search by this author)Research Center for Energy and Environmental Materials (GREEN)/Battery and Cell Materials Field/Interface Electrochemistry Group, National Institute for Materials Science
;
TATEYAMA Yoshitaka (author) (Search by this author)Research Center for Energy and Environmental Materials (GREEN)/Battery and Cell Materials Field/Interface Electrochemistry Group, National Institute for Materials Science
;
TAKADA Kazunori (author) (Search by this author)Research Center for Energy and Environmental Materials (GREEN)/Battery and Cell Materials Field/Solid-State Battery Group, National Institute for Materials Science
;
JANG Seonghoon (author) (Search by this author)Research Center for Energy and Environmental Materials (GREEN)/Battery and Cell Materials Field/Interface Electrochemistry Group, National Institute for Materials Science
- Keyword
- all solid state batteries, solid electrolytes, density functional theory, materials informatics, machine learning, novel materials search
- Date published
- 2023-09-07
- Updated at
- 2024-08-28 08:30:15 +0900
Function Decomposition Tree with Causality-First Perspective and Systematic Description of Problems in Materials Informatics
- Report
- Creator
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Hiori Kino (author) (Search by this author)National Institute for Materials Science
;
;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
An interpretable linear model bridging data-driven analysis and chemical intuition for Eu 2+ -phosphor emissions
- Journal article
- Creator
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Yukinori Koyama (author) (Search by this author)
;
;Ryusei Hayasaka (author) (Search by this author)Yuta Matsushima (author) (Search by this author)
https://orcid.org/0000-0001-5826-1551
(unauthenticated)
;
Takayuki Nakanishi (author) (Search by this author)
;
Takashi Takeda (author) (Search by this author)
;
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
A material dictionary database to extract information on permanent magnets from scientific articles
- Dataset
- Creator
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Akira Suzuki (author) (Search by this author)Research and Services Division of Materials Data and Integrated System, National Institute for Materials Science
- Keyword
- database, magnetic property, materials informatics, natural language processing, ontology, information extraction
- Date published
- Updated at
- 2023-01-31 22:30:50 +0900
Relationship Extraction with Weakly Supervised Learning Based on Process-Structure-Property-Performance Reciprocity
- Journal article
- Creator
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;Takeshi Onishi (author) (Search by this author)Takuya Kadohira (author) (Search by this author)National Institute for Materials Science
;
Ikumu Watanabe (author) (Search by this author)National Institute for Materials Science
- 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
Data-driven analysis of electron relaxation times in PbTe-type thermoelectric materials
- Journal article
- Creator
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Yukari Katsura (author) (Search by this author)National Institute for Materials Science
;
;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
- 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
Performance of uncertainty-based active learning for efficient approximation of black-box functions in materials science
- Journal article
- Creator
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;Ai Koizumi (author) (Search by this author);Guillaume Deffrennes (author) (Search by this author);Kei Terayama (author) (Search by this author)Ryo Tamura (author) (Search by this author)
- Keyword
- active learning, black-box function, materials informatics
- Date published
- 2024-11-06
- Updated at
- 2024-11-21 16:35:14 +0900
Liquid electrolyte informatics using an exhaustive search with linear regression
- Dataset
- Creator
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SODEYAMA, Keitaro (author) (Search by this author)National Institute for Materials Science
;
IGARASHI, Yasuhiko (author) (Search by this author)
https://orcid.org/0000-0003-1042-6657
(unauthenticated)
;
NAKAYAMA, Tomofumi (author) (Search by this author)
https://orcid.org/0000-0003-1240-3571
(unauthenticated)
;
TATEYAMA, Yoshitaka (author) (Search by this author)National Institute for Materials Science
;
OKADA, Masato (author) (Search by this author)
https://orcid.org/0000-0002-9040-8784
(unauthenticated)
- Keyword
- molecules, Li-ion battery, quantum chemistry calculations, materials informatics, Gaussian09, organic solvents
- Date published
- 2018-06-14
- Updated at
- 2024-02-08 17:54:30 +0900
Statistical Analysis of Interatomic Transfer Integrals for exploring high-mobility organic semiconductors
- Journal article
- Creator
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;Koki Ozawa (author) (Search by this author)Toyota Central R&D Labs. Inc;Tomoharu Okada (author) (Search by this author)Hiroyuki Matsui (author) (Search by this author)Research Center for Organic Electronics (ROEL), Yamagata University
- Keyword
- Organic semiconductors, transfer integrals, density functional theory, materials informatics, organic transistors
- Date published
- 2024-12-31
- Updated at
- 2024-06-04 08:30:18 +0900