6 records found.
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
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
Accelerating Materials Discovery of Novel Europium(II)-Activated Phosphors through Machine Learning Classification of Europium Valences
- Journal article
- Creator
-
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
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
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
Machine learning approach for the prediction of electron inelastic mean free paths
- Journal article
- Creator
-
;Xun Liu (author) (Search by this author)National Institute for Materials Science;Lihao Yang (author) (Search by this author);Zhufeng Hou (author) (Search by this author)Bo Da (author) (Search by this author)National Institute for Materials Science
;
Kenji Nagata (author) (Search by this author)National Institute for Materials Science
;
Hideki Yoshikawa (author) (Search by this author)National Institute for Materials Science
;
Shigeo Tanuma (author) (Search by this author)National Institute for Materials Science
;
;Yang Sun (author) (Search by this author)Zejun Ding (author) (Search by this author)
- Keyword
- machine learning, inelastic mean free path
- Date published
- 2021-03-24
- Updated at
- 2024-01-05 22:13:49 +0900