24 records found. Displaying records 1 to 10.
Machine-Learning-Driven Discovery of Mn4+-Doped Red-Emitting Fluorides with Short Excited-State Lifetime and High Efficiency for Mini Light-Emitting Diode Displays
- Journal article
- Creator
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Hong Ming (author) (Search by this author)
https://orcid.org/0000-0003-0118-1897
(unauthenticated)
;
;Yayun Zhou (author) (Search by this author)Maxim S. Molokeev (author) (Search by this author)
https://orcid.org/0000-0002-8297-0945
(unauthenticated)
;
;Chuang Zhang (author) (Search by this author);Lin Huang (author) (Search by this author);Yuanjing Wang (author) (Search by this author)Hong-Tao Sun (author) (Search by this author)
;
Enhai Song (author) (Search by this author)
https://orcid.org/0000-0003-1666-0532
(unauthenticated)
;
Qinyuan Zhang (author) (Search by this author)
https://orcid.org/0000-0001-6544-4735
(unauthenticated)
- Keyword
- luminescent materials, machine learning
- Date published
- 2024-05-06
- Updated at
- 2025-04-03 08:30:20 +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
Pitfalls in Artificial Intelligence Powered Discovery Due to Electrocatalyst Evaluation Methodologies
- Journal article
- Creator
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;Abraham Castro Garcia (author) (Search by this author)Ken Sakaushi (author) (Search by this author)National Institute for Materials Science
- Keyword
- machine learning
- Date published
- 2025-09-04
- Updated at
- 2026-04-30 12:01:11 +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
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
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
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
Semi-automatic staging area for high-quality structured data extraction from scientific literature
- Journal article
- Creator
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Luca Foppiano (author) (Search by this author)National Institute for Materials Science
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Tomoya Mato (author) (Search by this author)National Institute for Materials Science
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Kensei Terashima (author) (Search by this author)National Institute for Materials Science
;
;Pedro Ortiz Suarez (author) (Search by this author);Taku Tou (author) (Search by this author)Chikako Sakai (author) (Search by this author)
;
Wei-Sheng Wang (author) (Search by this author)
https://orcid.org/0009-0001-3572-5736
(unauthenticated)
National Institute for Materials Science
;
;Toshiyuki Amagasa (author) (Search by this author)Yoshihiko Takano (author) (Search by this author)National Institute for Materials Science
;
Masashi Ishii (author) (Search by this author)National Institute for Materials Science
- Keyword
- materials informatics, superconductors, machine learning, database, tdm
- Date published
- 2023-12-31
- Updated at
- 2024-07-11 16:30:24 +0900
Designing Thermal Insulating thin films with Data-Driven Innovation
- Conference presentation
- Creator
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Yen-Ju Wu (author) (Search by this author)Center for Basic Research on Materials/Data-driven Materials Research Field/Data-driven Inorganic Materials Group, National Institute for Materials Science
;
Yibin Xu (author) (Search by this author)Center for Basic Research on Materials/Data-driven Materials Research Field/Data-driven Inorganic Materials Group, National Institute for Materials Science
- Keyword
- Interfacial thermal resistance, machine learning, thermal insulator, thin film
- Date published
- Updated at
- 2025-03-12 16:30:31 +0900
Analysis of the effect of the Fermi surface matching at Co–Fe and Cu interface on giant magnetoresistance effect using a combinatorial technique
- Journal article
- Creator
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Varun Kumar Kushwaha (author) (Search by this author)
https://orcid.org/0000-0001-6344-4264
(unauthenticated)
National Institute for Materials Science
;
Ryo Toyama (author) (Search by this author)National Institute for Materials Science
;
Yoshio Miura (author) (Search by this author)National Institute for Materials Science
;
Yuma Iwasaki (author) (Search by this author)National Institute for Materials Science
;
Yuya Sakuraba (author) (Search by this author)National Institute for Materials Science
- Keyword
- spintronics, giant magnetoresistance, machine learning, Fermi surface, interfacial electronic band matching
- Date published
- 2024-12-01
- Updated at
- 2025-01-07 16:30:50 +0900