14 records found. Displaying records 1 to 10.
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)
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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
Machine Learning—Guided Design of Biomass‐Based Porous Carbon for Aqueous Symmetric Supercapacitors
- Journal article
- Creator
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Manickam Minakshi (author) (Search by this author)
https://orcid.org/0000-0001-6558-8317
(unauthenticated)
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;Apsana Sharma (author) (Search by this author);Ferdous Sohel (author) (Search by this author)Almantas Pivrikas (author) (Search by this author)
https://orcid.org/0000-0002-7713-2154
(unauthenticated)
;
Pragati A. Shinde (author) (Search by this author)
https://orcid.org/0000-0003-1730-2374
(unauthenticated)
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Katsuhiko Ariga (author) (Search by this author)
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Lok Kumar Shrestha (author) (Search by this author)
- Keyword
- biomass, carbon, dopant, energy, machine learning, storage
- Date published
- 2025-10-09
- Updated at
- 2025-10-21 16:06:10 +0900
Dielectric tensor of perovskite oxides at finite temperature using equivariant graph neural network potentials
- Journal article
- Creator
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;Alex Kutana (author) (Search by this author)Nagoya University;Koki Yoshimochi (author) (Search by this author)Ryoji Asahi (author) (Search by this author)
- Keyword
- Graph neural network, machine learning, dielectrics, perovskite oxides, phase transitions
- Date published
- 2025-12-31
- Updated at
- 2025-07-18 10:24:15 +0900
Revolutionizing electronics with advanced interfacial heat management
- Journal article
- Creator
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Yen-Ju Wu (author) (Search by this author)National Institute for Materials Science
- Keyword
- Interfacial thermal resistance, thermal management, electronics, machine learning
- Date published
- 2024-07-17
- Updated at
- 2024-08-27 16:30:21 +0900
Automatic Extraction of Materials and Properties from Superconductors Scientific Literature
- Journal article
- Creator
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Foppiano Luca (author) (Search by this author)MaDIS, NIMS
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Baptista de Castro, Pedro (author) (Search by this author)
https://orcid.org/0000-0001-8673-2840
(unauthenticated)
MANA, NIMS
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Ortiz Suarez, Pedro (author) (Search by this author)
https://orcid.org/0000-0003-0343-8852
(unauthenticated)
Data and Web Science Group, University of Mannheim
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Terashima, Kensei (author) (Search by this author)
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Takano, Yoshihiko (author) (Search by this author)
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Ishii, Masashi (author) (Search by this author)
https://orcid.org/0000-0002-7721-9735
(unauthenticated)
MaDIS, NIMS
- Keyword
- tdm, machine learning, materials science, superconductors, database
- Date published
- 2022-09-15
- Updated at
- 2022-10-16 01:44:51 +0900
Enhancing oxygen reduction reaction mass activity in polymer electrolyte fuel cells via molecular machine learning
- Journal article
- Creator
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Ekaterina Gracheva (author) (Search by this author)
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;Shin-ichi Yamazaki (author) (Search by this author)Guillaume Lambard (author) (Search by this author)
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Keitaro Sodeyama (author) (Search by this author)
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;Tsutomu Ioroi (author) (Search by this author)Masafumi Asahi (author) (Search by this author)
https://orcid.org/0000-0002-2122-3073
(unauthenticated)
- Keyword
- materials science, machine learning, chemoinformatics, polymer electrolyte fuel cell (PEFC), oxygen reduction reaction, active learning
- Date published
- 2026-08-01
- Updated at
- 2026-08-26 16:18:22 +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
Discovery of liquid crystalline polymers with high thermal conductivity using machine learning
- Journal article
- Creator
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Hayato Maeda (author) (Search by this author)
https://orcid.org/0009-0004-1662-8000
(unauthenticated)
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Stephen Wu (author) (Search by this author)
https://orcid.org/0000-0002-7847-8106
(unauthenticated)
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Rika Marui (author) (Search by this author)
https://orcid.org/0009-0009-2506-1196
(unauthenticated)
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;Erina Yoshida (author) (Search by this author);Kan Hatakeyama-Sato (author) (Search by this author);Yuta Nabae (author) (Search by this author);Shiori Nakagawa (author) (Search by this author);Meguya Ryu (author) (Search by this author);Ryohei Ishige (author) (Search by this author);Yoh Noguchi (author) (Search by this author)Yoshihiro Hayashi (author) (Search by this author)
https://orcid.org/0000-0002-7650-4083
(unauthenticated)
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Masashi Ishii (author) (Search by this author)
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Isao Kuwajima (author) (Search by this author)
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;Felix Jiang (author) (Search by this author);Xuan Thang Vu (author) (Search by this author)Sven Ingebrandt (author) (Search by this author)
https://orcid.org/0000-0002-0405-2727
(unauthenticated)
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;Masatoshi Tokita (author) (Search by this author)Junko Morikawa (author) (Search by this author)
https://orcid.org/0000-0002-9530-9478
(unauthenticated)
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Ryo Yoshida (author) (Search by this author)
https://orcid.org/0000-0001-8092-0162
(unauthenticated)
;
Teruaki Hayakawa (author) (Search by this author)
- Keyword
- liquid crystalline polymer, thermal conductivity, machine learning, PoLyInfo
- Date published
- 2025-07-02
- Updated at
- 2025-08-19 12:30:21 +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)
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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
Networking autonomous material exploration systems through transfer learning
- Journal article
- Creator
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;Naoki Yoshida (author) (Search by this author);Yutaro Iwabuchi (author) (Search by this author);Yasuhiko Igarashi (author) (Search by this author)Yuma Iwasaki (author) (Search by this author)National Institute for Materials Science
- Keyword
- machine learning
- Date published
- 2025-12-09
- Updated at
- 2025-12-13 08:30:26 +0900