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
Capacity Estimation and Knee Point Prediction Using Electrochemical Impedance Spectroscopy for Lithium Metal Battery Degradation via Machine Learning
- ジャーナル論文
- 著者
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;Qianli Si (author) (この著者で検索)National Institute for Materials ScienceShoichi Matsuda (author) (この著者で検索)National Institute for Materials Science
;
;Yasunobu Ando (author) (この著者で検索);Toshiyuki Momma (author) (この著者で検索)Yoshitaka Tateyama (author) (この著者で検索)National Institute for Materials Science
- キーワード
- lithium metal battery, machine learning
- 刊行年月日
- 2025-05-05
- 更新時刻
- 2025-09-09 12:30:20 +0900
Estimating the S-N Curve by Machine Learning Random Forest Method
- ジャーナル論文
- 著者
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Nobuo Nagashima (author) (この著者で検索)National Institute for Materials Science
;
Masao Hayakawa (author) (この著者で検索)National Institute for Materials Science
;
Hiroyuki Masuda (author) (この著者で検索)National Institute for Materials Science
;
Kotobu Nagai (author) (この著者で検索)National Institute for Materials Science
- キーワード
- fatigue, high-cycle fatigue, data-sheet, machine learning, random forest method
- 刊行年月日
- 2024-04-01
- 更新時刻
- 2024-12-27 16:30:58 +0900
Machine learning approach for the prediction of electron inelastic mean free paths
- 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;Lihao Yang (author) (この著者で検索);Zhufeng Hou (author) (この著者で検索)Bo Da (author) (この著者で検索)National Institute for Materials Science
;
Kenji Nagata (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
- 刊行年月日
- 2021-03-24
- 更新時刻
- 2024-01-05 22:13:49 +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
Enhancing oxygen reduction reaction mass activity in polymer electrolyte fuel cells via molecular machine learning
- ジャーナル論文
- 著者
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Ekaterina Gracheva (author) (この著者で検索)
;
;Shin-ichi Yamazaki (author) (この著者で検索)Guillaume Lambard (author) (この著者で検索)
;
Keitaro Sodeyama (author) (この著者で検索)
;
;Tsutomu Ioroi (author) (この著者で検索)Masafumi Asahi (author) (この著者で検索)
https://orcid.org/0000-0002-2122-3073
(unauthenticated)
- キーワード
- materials science, machine learning, chemoinformatics, polymer electrolyte fuel cell (PEFC), oxygen reduction reaction, active learning
- 刊行年月日
- 2026-08-01
- 更新時刻
- 2026-08-26 16:18:22 +0900
Data-driven study of the enthalpy of mixing in the liquid phase
- ジャーナル論文
- 著者
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Guillaume Deffrennes (author) (この著者で検索)
https://orcid.org/0000-0002-3752-2537
(unauthenticated)
;
;Bengt Hallstedt (author) (この著者で検索);Taichi Abe (author) (この著者で検索);Quentin Bizot (author) (この著者で検索);Evelyne Fischer (author) (この著者で検索);Jean-Marc Joubert (author) (この著者で検索);Kei Terayama (author) (この著者で検索)Ryo Tamura (author) (この著者で検索)
- キーワード
- enthalpy of mixing, machine learning, liquid phase
- 刊行年月日
- 2024-09-25
- 更新時刻
- 2024-10-05 08:30:08 +0900