59 records found. Displaying records 1 to 10.
Machine learning approach for the prediction of electron inelastic mean free paths
- Journal article
- Creator
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;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
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Kenji Nagata (author) (Search by this author)National Institute for Materials Science
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Hideki Yoshikawa (author) (Search by this author)National Institute for Materials Science
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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
Heat transport exploration through the GaN/diamond interfaces using machine learning potential
- Journal article
- Creator
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;Zhanpeng Sun (author) (Search by this author);Yunfei Song (author) (Search by this author);Zijun Qi (author) (Search by this author);Xiang Sun (author) (Search by this author)Meiyong Liao (author) (Search by this author)National Institute for Materials Science
;
;Rui Li (author) (Search by this author)Qijun Wang (author) (Search by this author)
https://orcid.org/0000-0002-4299-3798
(unauthenticated)
;
;Lijie Li (author) (Search by this author)Gai Wu (author) (Search by this author)
https://orcid.org/0000-0002-9726-6328
(unauthenticated)
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;Wei Shen (author) (Search by this author)Sheng Liu (author) (Search by this author) - Keyword
- thermal conductivity, GaN, Diamond
- Date published
- 2025-01-16
- Updated at
- 2025-04-22 12:30:10 +0900
Prediction of nanocomposite properties and process optimization using persistent homology and machine learning
- Journal article
- Creator
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Fumihiko Uesugi (author) (Search by this author)National Institute for Materials Science
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;Yu Wen (author) (Search by this author)Ayako Hashimoto (author) (Search by this author)National Institute for Materials Science
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Masashi Ishii (author) (Search by this author)National Institute for Materials Science
- Keyword
- Persistent homology, Ridge regression, Electron tomography, Oxygen permeability, Activation energy, Annealing temperature
- Date published
- 2024-05-28
- Updated at
- 2024-07-02 08:38:11 +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)
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Yukako Kohriki (author) (Search by this author)
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Masamichi Harada (author) (Search by this author)
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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
Surface Nanostructures of Pt-Compositionally Complex Alloy Single-Crystal Model Catalyst Surfaces for Improved Oxygen Reduction Reaction: Machine-Learning-Assisted Exploration
- Journal article
- Creator
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;Yoshihiro Chida (author) (Search by this author)Sae Dieb (author) (Search by this author)National Institute for Materials Science
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;Hiraku Masui (author) (Search by this author);Arata Umehara (author) (Search by this author)Keitaro Sodeyama (author) (Search by this author)National Institute for Materials Science
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Toshimasa Wadayama (author) (Search by this author)
- Keyword
- compositionally complex alloy, materials informatics, Catalysts, oxygen reduction reaction
- Date published
- 2025-04-16
- Updated at
- 2026-02-14 22:06:22 +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)
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;Yayun Zhou (author) (Search by this author)Maxim S. Molokeev (author) (Search by this author)
https://orcid.org/0000-0002-8297-0945
(unauthenticated)
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;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
Enhanced computing performance of MoS2-based Raman-ion-gating reservoir achieved by combining reservoir states from current response and resonant Raman scattering
- Journal article
- Creator
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Yoshitaka Shingaya (author) (Search by this author)National Institute for Materials Science
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Daiki Nishioka (author) (Search by this author)National Institute for Materials Science
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Kazuya Terabe (author) (Search by this author)National Institute for Materials Science
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Takashi Tsuchiya (author) (Search by this author)National Institute for Materials Science
- Keyword
- physical reservoir computing, resonant Raman scattering, MoS2, electric double layer transistor, Raman-ion-gating reservoir
- Date published
- 2025-10-23
- Updated at
- 2025-11-17 12:30:04 +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
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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
Digital twins of magnetic materials: revealing microstructure-properties correlations
- Conference presentation
- Creator
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BOLYACHKIN Anton (author) (Search by this author)International Center for Young Scientists, National Institute for Materials Science
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SEPEHRI AMIN Hossein (author) (Search by this author)Research Center for Magnetic and Spintronic Materials/Green Magnetic Materials Group, National Institute for Materials Science
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;DENGINA Ekaterina (author) (Search by this author)Research Center for Magnetic and Spintronic Materials/Green Magnetic Materials Group, National Institute for Materials ScienceKULESH Nikita (author) (Search by this author)Research Center for Magnetic and Spintronic Materials/Green Magnetic Materials Group, National Institute for Materials Science
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TANG Xin (author) (Search by this author)Research Center for Magnetic and Spintronic Materials/Green Magnetic Materials Group, National Institute for Materials Science
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TAKAHASHI Yukiko (author) (Search by this author)Research Center for Magnetic and Spintronic Materials/Magnetic Recording Materials Group, National Institute for Materials Science
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OHKUBO Tadakatsu (author) (Search by this author)Research Center for Magnetic and Spintronic Materials, National Institute for Materials Science
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HONO Kazuhiro (author) (Search by this author)National Institute for Materials Science
- Keyword
- Micromagnetic simulations, Nd-Fe-B magnets, FePt media, SmFe12-based films
- Date published
- Updated at
- 2024-10-17 08:30:08 +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