- Creative Commons BY Attribution 4.0 International (20)
- In Copyright (15)
- Creative Commons BY-NC Attribution-NonCommercial 4.0 International (5)
- Creative Commons BY-NC-ND Attribution-NonCommercial-NoDerivs 4.0 International (2)
- https://creativecommons.org/licenses/by-nc/3.0/ (1)
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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
Time-domain thermoreflectance technique using multiple delayed probe pulses for high-throughput data acquisition and analysis
- Journal article
- Creator
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;Hiroto Arima (author) (Search by this author)National Metrology Institute of Japan (NMIJ), National Institute of Advanced Industrial Science and Technology (AIST);Yuichiro Yamashita (author) (Search by this author)Takashi Yagi (author) (Search by this author)
- Keyword
- Time-domain thermoreflectance, multiple delay, thin film, thermal effusivity, interfacial thermal resistance, machine learning
- Date published
- 2025-12-31
- Updated at
- 2025-07-16 16:14:58 +0900
Understanding strain localization in metallic materials: a review of high-resolution digital image correlation and related techniques
- Journal article
- Creator
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F. Briffod (author) (Search by this author)
;
;T. E.J. Edwards (author) (Search by this author);J. Quinta da Fonseca (author) (Search by this author);J. -C. Stinville (author) (Search by this author);D. Texier (author) (Search by this author)T. Vermeij (author) (Search by this author) - Keyword
- High-resolution digital image correlation, strain localization, crystal plasticity, data merging, metallic materials, machine learning
- Date published
- 2026-12-31
- Updated at
- 2026-03-13 08:30:04 +0900
Computational discovery of stable Na-ion sulfide solid electrolytes with high conductivity at room temperature
- Journal article
- Creator
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Seong-Hoon Jang (author) (Search by this author)
https://orcid.org/0000-0001-6026-636X
(unauthenticated)
;
Randy Jalem (author) (Search by this author)National Institute for Materials Science
;
Yoshitaka Tateyama (author) (Search by this author)National Institute for Materials Science
- 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
Capacity Estimation and Knee Point Prediction Using Electrochemical Impedance Spectroscopy for Lithium Metal Battery Degradation via Machine Learning
- Journal article
- Creator
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;Qianli Si (author) (Search by this author)National Institute for Materials ScienceShoichi Matsuda (author) (Search by this author)National Institute for Materials Science
;
;Yasunobu Ando (author) (Search by this author);Toshiyuki Momma (author) (Search by this author)Yoshitaka Tateyama (author) (Search by this author)National Institute for Materials Science
- Keyword
- lithium metal battery, machine learning
- Date published
- 2025-05-05
- Updated at
- 2025-09-09 12:30:20 +0900
Theoretical investigation of oxidation mechanism in Ti and its alloys
- Conference paper
- Creator
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Ryoji Sahara (author) (Search by this author)Research Center for Structural Materials/Materials Evaluation Field/Computational Structural Materials Group, National Institute for Materials Science
;
;Somesh Kr. Bhattacharya (author) (Search by this author)Research Center for Structural Materials/Design and Producing Field/Computational Structural Materials Group, National Institute for Materials Science;Kanika Kohli (author) (Search by this author)Indian Institute of Science Education and Research Pune;Prasenjit Ghosh (author) (Search by this author)Indian Institute of Science Education and Research Pune;Kyosuke Ueda (author) (Search by this author)Tohoku Univ.Takayuki Narushima (author) (Search by this author)Tohoku Univ.
- Keyword
- high temperature oxidation, parabolic rate constant, first principles calculations, machine learning, electronegativity
- Date published
- Updated at
- 2024-10-18 16:30:37 +0900
Accelerating Materials Discovery of Novel Europium(II)-Activated Phosphors through Machine Learning Classification of Europium Valences
- Journal article
- Creator
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Yukinori Koyama (author) (Search by this author)
;
Yukako Kohriki (author) (Search by this author)
;
Masamichi Harada (author) (Search by this author)
;
Naoto Hirosaki (author) (Search by this author)
;
Takashi Takeda (author) (Search by this author)
- Keyword
- phosphor, machine learning, europium, oxidation state
- Date published
- 2024-12-10
- Updated at
- 2025-11-25 08:30:03 +0900
Machine Learning as a “Catalyst” for Advancements in Carbon Nanotube Research
- Journal article
- Creator
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Guohai Chen (author) (Search by this author)
https://orcid.org/0000-0001-8481-0972
(unauthenticated)
;
Dai-Ming Tang (author) (Search by this author)
- Keyword
- machine learning, carbon nanotube, in situ TEM, growth mechanism
- Date published
- 2024-10-22
- Updated at
- 2024-12-24 13:58:23 +0900
Data-driven analysis and visualization of dielectric properties curated from scientific literature
- Journal article
- Creator
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Tomoki Murata (author) (Search by this author)
https://orcid.org/0000-0001-8698-9953
(unauthenticated)
;
;Naoto Saito (author) (Search by this author);Eiji Koyama (author) (Search by this author);Ton Nu Thanh Phuong (author) (Search by this author);Ryusuke Misawa (author) (Search by this author);Satoshi Yokomizo (author) (Search by this author)Tomoya Mato (author) (Search by this author)
;
Yu Takada (author) (Search by this author)
;
Sakyo Hirose (author) (Search by this author)
https://orcid.org/0000-0003-4090-7806
(unauthenticated)
;
Yukari Katsura (author) (Search by this author)
- 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
Self-Energy Spectroscopy and Artificial Neural Network
- Journal article
- Creator
-
Youhei Yamaji (author) (Search by this author)
- Keyword
- machine learning, quantum materials, photoemission spectroscopy, high-temperature superconductivity
- Date published
- 2025-03-15
- Updated at
- 2025-02-27 12:30:42 +0900