Self-Energy Spectroscopy and Artificial Neural Network
- ジャーナル論文
- 著者
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Youhei Yamaji (author) (この著者で検索)
- キーワード
- machine learning, quantum materials, photoemission spectroscopy, high-temperature superconductivity
- 刊行年月日
- 2025-03-15
- 更新時刻
- 2025-02-27 12:30:42 +0900
Graph Network-Based Simulation of Multicellular Dynamics Driven by Concentrated Polymer Brush-Modified Cellulose Nanofibers
- ジャーナル論文
- 著者
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Chiaki Yoshikawa (author) (この著者で検索)National Institute for Materials Science
;
;Duc Anh Nguyen (author) (この著者で検索);Tadashi Nakaji-Hirabayashi (author) (この著者で検索);Ichigaku Takigawa (author) (この著者で検索)Hiroshi Mamitsuka (author) (この著者で検索)
- キーワード
- cellulose nanofiber, concentrated polymer brush, hMSC, self-assembly, machine learning
- 刊行年月日
- 2024-04-08
- 更新時刻
- 2024-08-27 08:30:31 +0900
Networking autonomous material exploration systems through transfer learning
- ジャーナル論文
- 著者
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;Naoki Yoshida (author) (この著者で検索);Yutaro Iwabuchi (author) (この著者で検索);Yasuhiko Igarashi (author) (この著者で検索)Yuma Iwasaki (author) (この著者で検索)National Institute for Materials Science
- キーワード
- machine learning
- 刊行年月日
- 2025-12-09
- 更新時刻
- 2025-12-13 08:30:26 +0900
Semi-automatic staging area for high-quality structured data extraction from scientific literature
- ジャーナル論文
- 著者
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Luca Foppiano (author) (この著者で検索)National Institute for Materials Science
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Tomoya Mato (author) (この著者で検索)National Institute for Materials Science
;
Kensei Terashima (author) (この著者で検索)National Institute for Materials Science
;
;Pedro Ortiz Suarez (author) (この著者で検索);Taku Tou (author) (この著者で検索)Chikako Sakai (author) (この著者で検索)
;
Wei-Sheng Wang (author) (この著者で検索)
https://orcid.org/0009-0001-3572-5736
(unauthenticated)
National Institute for Materials Science
;
;Toshiyuki Amagasa (author) (この著者で検索)Yoshihiko Takano (author) (この著者で検索)National Institute for Materials Science
;
Masashi Ishii (author) (この著者で検索)National Institute for Materials Science
- キーワード
- materials informatics, superconductors, machine learning, database, tdm
- 刊行年月日
- 2023-12-31
- 更新時刻
- 2024-07-11 16:30:24 +0900
Unveiling the principle descriptor for predicting the electron inelastic mean free path based on a machine learning framework
- ジャーナル論文
- 著者
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;Xun Liu (author) (この著者で検索)National Institute for Materials Science;Zhufeng Hou (author) (この著者で検索);Dabao Lu (author) (この著者で検索)Bo Da (author) (この著者で検索)National Institute for Materials Science
;
Hideki Yoshikawa (author) (この著者で検索)National Institute for Materials Science
;
Shigeo Tanuma (author) (この著者で検索)National Institute for Materials Science
;
;Yang Sun (author) (この著者で検索)Zejun Ding (author) (この著者で検索)
- キーワード
- machine learning, inelastic mean free path, LASSO
- 刊行年月日
- 2019-12-31
- 更新時刻
- 2024-09-05 16:30:30 +0900
Acquiring and transferring comprehensive catalyst knowledge through integrated high-throughput experimentation and automatic feature engineering
- ジャーナル論文
- 著者
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;Ayu Fujiwara (author) (この著者で検索)Japan Advanced Institute of Science and Technology Graduate School of Advanced Science and Technology;Sunao Nakanowatari (author) (この著者で検索)Japan Advanced Institute of Science and Technology Graduate School of Advanced Science and Technology;Yohei Cho (author) (この著者で検索)Japan Advanced Institute of Science and Technology Graduate School of Advanced Science and TechnologyToshiaki Taniike (author) (この著者で検索)Japan Advanced Institute of Science and Technology Graduate School of Advanced Science and Technology
- キーワード
- Catalyst informatics, machine learning, high-throughput experimentation, descriptor, oxidative coupling of methane
- 刊行年月日
- 2025-12-31
- 更新時刻
- 2025-07-16 16:17:04 +0900
Non-negative matrix factorization analysis of spatially-resolved photoemission spectra for epitaxially grown graphene on SiC
- ジャーナル論文
- 著者
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;Masaki Imamura (author) (この著者で検索)Saga University Synchrotron Light Application CenterKazutoshi Takahashi (author) (この著者で検索)
- キーワード
- Photoemission spectroscopy, non-negative matrix factorization, graphene, machine learning, data-driven analysis
- 刊行年月日
- 2026-06-19
- 更新時刻
- 2026-06-24 15:38:41 +0900
Data-driven approaches for designing thermal insulating materials
- プレゼンテーション
- 著者
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Yen-Ju Wu (author) (この著者で検索)National Institute for Materials Science Center for Basic Research on Materials/Data-driven Materials Research Field/Data-driven Inorganic Materials Group
;
Yibin Xu (author) (この著者で検索)National Institute for Materials Science Center for Basic Research on Materials/Data-driven Materials Research Field/Data-driven Inorganic Materials Group
- キーワード
- Interfacial thermal resistance, machine learning, thermal insulator, data-driven technique
- 刊行年月日
- 更新時刻
- 2024-12-25 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
- ジャーナル論文
- 著者
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Hong Ming (author) (この著者で検索)
https://orcid.org/0000-0003-0118-1897
(unauthenticated)
;
;Yayun Zhou (author) (この著者で検索)Maxim S. Molokeev (author) (この著者で検索)
https://orcid.org/0000-0002-8297-0945
(unauthenticated)
;
;Chuang Zhang (author) (この著者で検索);Lin Huang (author) (この著者で検索);Yuanjing Wang (author) (この著者で検索)Hong-Tao Sun (author) (この著者で検索)
;
Enhai Song (author) (この著者で検索)
https://orcid.org/0000-0003-1666-0532
(unauthenticated)
;
Qinyuan Zhang (author) (この著者で検索)
https://orcid.org/0000-0001-6544-4735
(unauthenticated)
- キーワード
- luminescent materials, machine learning
- 刊行年月日
- 2024-05-06
- 更新時刻
- 2025-04-03 08:30:20 +0900
Computational discovery of stable Na-ion sulfide solid electrolytes with high conductivity at room temperature
- ジャーナル論文
- 著者
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Seong-Hoon Jang (author) (この著者で検索)
https://orcid.org/0000-0001-6026-636X
(unauthenticated)
;
Randy Jalem (author) (この著者で検索)National Institute for Materials Science
;
Yoshitaka Tateyama (author) (この著者で検索)National Institute for Materials Science
- キーワード
- all solid state batteries, solid electrolytes, high-throughput first-principles calculation, computational materials search, machine learning, sodium ion conductors
- 刊行年月日
- 2024-08-05
- 更新時刻
- 2024-10-10 16:30:52 +0900