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- In Copyright (14)
- Creative Commons BY-NC Attribution-NonCommercial 4.0 International (3)
- Creative Commons BY-NC-ND Attribution-NonCommercial-NoDerivs 4.0 International (2)
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44 件のレコードが見つかりました。
An interpretable linear model bridging data-driven analysis and chemical intuition for Eu 2+ -phosphor emissions
- ジャーナル論文
- 著者
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Yukinori Koyama (author) (この著者で検索)
;
;Ryusei Hayasaka (author) (この著者で検索)Yuta Matsushima (author) (この著者で検索)
https://orcid.org/0000-0001-5826-1551
(unauthenticated)
;
Takayuki Nakanishi (author) (この著者で検索)
;
Takashi Takeda (author) (この著者で検索)
;
Naoto Hirosaki (author) (この著者で検索) - キーワード
- materials informatics, phosphor, europium, machine learning, interpretability, linear model, composition-based feature
- 刊行年月日
- 2026-12-31
- 更新時刻
- 2026-07-07 14:31:04 +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
2023 Roadmap on molecular modelling of electrochemical energy materials
- ジャーナル論文
- 著者
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;Chao Zhang (author) (この著者で検索);Jun Cheng (author) (この著者で検索);Yiming Chen (author) (この著者で検索);Maria K Y Chan (author) (この著者で検索);Qiong Cai (author) (この著者で検索);Rodrigo P Carvalho (author) (この著者で検索);Cleber F N Marchiori (author) (この著者で検索);Daniel Brandell (author) (この著者で検索);C Moyses Araujo (author) (この著者で検索);Ming Chen (author) (この著者で検索);Xiangyu Ji (author) (この著者で検索);Guang Feng (author) (この著者で検索);Kateryna Goloviznina (author) (この著者で検索);Alessandra Serva (author) (この著者で検索);Mathieu Salanne (author) (この著者で検索)Toshihiko Mandai (author) (この著者で検索)National Institute for Materials Science (NIMS)
;
;Tomooki Hosaka (author) (この著者で検索);Mirna Alhanash (author) (この著者で検索);Patrik Johansson (author) (この著者で検索);Yun-Ze Qiu (author) (この著者で検索);Hai Xiao (author) (この著者で検索);Michael Eikerling (author) (この著者で検索);Ryosuke Jinnouchi (author) (この著者で検索);Marko M Melander (author) (この著者で検索);Georg Kastlunger (author) (この著者で検索);Assil Bouzid (author) (この著者で検索);Alfredo Pasquarello (author) (この著者で検索);Seung-Jae Shin (author) (この著者で検索);Minho M Kim (author) (この著者で検索);Hyungjun Kim (author) (この著者で検索);Kathleen Schwarz (author) (この著者で検索)Ravishankar Sundararaman (author) (この著者で検索)
- キーワード
- electrochemical interfaces, density-functional theory, molecular dynamics simulation, electrochemical energy storage, machine learning, electrocatalysis
- 刊行年月日
- 2023-10-01
- 更新時刻
- 2024-03-22 00:53:39 +0900
Machine-learning-assisted discovery of polymers with high thermal conductivity using a molecular design algorithm
- ジャーナル論文
- 著者
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;Stephen Wu (author) (この著者で検索);Yukiko Kondo (author) (この著者で検索);Masa-aki Kakimoto (author) (この著者で検索);Bin Yang (author) (この著者で検索);Hironao Yamada (author) (この著者で検索)Isao Kuwajima (author) (この著者で検索)
;
Guillaume Lambard (author) (この著者で検索)National Institute for Materials Science
;
;Kenta Hongo (author) (この著者で検索)Yibin Xu (author) (この著者で検索)
;
;Junichiro Shiomi (author) (この著者で検索);Christoph Schick (author) (この著者で検索);Junko Morikawa (author) (この著者で検索)Ryo Yoshida (author) (この著者で検索)
- キーワード
- machine learning, polymer, thermal conductivity, molecular design
- 刊行年月日
- 2019-06-21
- 更新時刻
- 2024-11-21 16:31:23 +0900
Development of an AI-based acoustic disturbance-detection method for robotic arc welding processes
- ジャーナル論文
- 著者
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Houichi Kitano (author) (この著者で検索)National Institute for Materials Science
;
Masaki Kobayashi (author) (この著者で検索)National Institute for Materials Science
;
Masahiko Demura (author) (この著者で検索)National Institute for Materials Science
- キーワード
- Acoustic sensing, in-process monitoring, gas metal arc welding, disturbance detection, machine learning, explainable AI, smart manufacturing
- 刊行年月日
- 2026-12-31
- 更新時刻
- 2026-06-25 09:51:40 +0900
Bayesian diversity control for batch-based phase diagram determination
- ジャーナル論文
- 著者
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;Peiheng Zou (author) (この著者で検索)Ryo Tamura (author) (この著者で検索)
;
Koji Tsuda (author) (この著者で検索)
- キーワード
- phase diagram, machine learning
- 刊行年月日
- 2026-02-16
- 更新時刻
- 2026-04-01 14:33:21 +0900
Machine Learning as a “Catalyst” for Advancements in Carbon Nanotube Research
- ジャーナル論文
- 著者
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Guohai Chen (author) (この著者で検索)
https://orcid.org/0000-0001-8481-0972
(unauthenticated)
;
Dai-Ming Tang (author) (この著者で検索)
- キーワード
- machine learning, carbon nanotube, in situ TEM, growth mechanism
- 刊行年月日
- 2024-10-22
- 更新時刻
- 2024-12-24 13:58:23 +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
A design methodology of crystal growth furnace and process aided by two-step optimization using machine learning models and genetic algorithm
- ジャーナル論文
- 著者
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;Hiroyuki Tanaka (author) (この著者で検索)Nagoya University a Graduate School of Engineering;Kentaro Kutsukake (author) (この著者で検索);Kota Asakura (author) (この著者で検索);Takuto Kojima (author) (この著者で検索);Xin Liu (author) (この著者で検索)Noritaka Usami (author) (この著者で検索)
- キーワード
- Optimization, machine learning, genetic algorithm, crystal growth, process informatics
- 刊行年月日
- 2025-12-31
- 更新時刻
- 2026-02-27 12:30:07 +0900
Discovery of liquid crystalline polymers with high thermal conductivity using machine learning
- ジャーナル論文
- 著者
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Hayato Maeda (author) (この著者で検索)
https://orcid.org/0009-0004-1662-8000
(unauthenticated)
;
Stephen Wu (author) (この著者で検索)
https://orcid.org/0000-0002-7847-8106
(unauthenticated)
;
Rika Marui (author) (この著者で検索)
https://orcid.org/0009-0009-2506-1196
(unauthenticated)
;
;Erina Yoshida (author) (この著者で検索);Kan Hatakeyama-Sato (author) (この著者で検索);Yuta Nabae (author) (この著者で検索);Shiori Nakagawa (author) (この著者で検索);Meguya Ryu (author) (この著者で検索);Ryohei Ishige (author) (この著者で検索);Yoh Noguchi (author) (この著者で検索)Yoshihiro Hayashi (author) (この著者で検索)
https://orcid.org/0000-0002-7650-4083
(unauthenticated)
;
Masashi Ishii (author) (この著者で検索)
;
Isao Kuwajima (author) (この著者で検索)
;
;Felix Jiang (author) (この著者で検索);Xuan Thang Vu (author) (この著者で検索)Sven Ingebrandt (author) (この著者で検索)
https://orcid.org/0000-0002-0405-2727
(unauthenticated)
;
;Masatoshi Tokita (author) (この著者で検索)Junko Morikawa (author) (この著者で検索)
https://orcid.org/0000-0002-9530-9478
(unauthenticated)
;
Ryo Yoshida (author) (この著者で検索)
https://orcid.org/0000-0001-8092-0162
(unauthenticated)
;
Teruaki Hayakawa (author) (この著者で検索)
- キーワード
- liquid crystalline polymer, thermal conductivity, machine learning, PoLyInfo
- 刊行年月日
- 2025-07-02
- 更新時刻
- 2025-08-19 12:30:21 +0900