- Creative Commons BY Attribution 4.0 International (25)
- In Copyright (10)
- Creative Commons BY-NC Attribution-NonCommercial 4.0 International (5)
- Creative Commons BY-NC-ND Attribution-NonCommercial-NoDerivs 4.0 International (2)
- https://creativecommons.org/licenses/by-nc/3.0/ (1)
- https://creativecommons.org/licenses/by-nc/3.0/legalcode (1)
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
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
Pitfalls in Artificial Intelligence Powered Discovery Due to Electrocatalyst Evaluation Methodologies
- ジャーナル論文
- 著者
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;Abraham Castro Garcia (author) (この著者で検索)Ken Sakaushi (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
- 2025-09-04
- 更新時刻
- 2026-04-30 12:01:11 +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)
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;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
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
Data-driven analysis and visualization of dielectric properties curated from scientific literature
- ジャーナル論文
- 著者
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Tomoki Murata (author) (この著者で検索)
https://orcid.org/0000-0001-8698-9953
(unauthenticated)
;
;Naoto Saito (author) (この著者で検索);Eiji Koyama (author) (この著者で検索);Ton Nu Thanh Phuong (author) (この著者で検索);Ryusuke Misawa (author) (この著者で検索);Satoshi Yokomizo (author) (この著者で検索)Tomoya Mato (author) (この著者で検索)
;
Yu Takada (author) (この著者で検索)
;
Sakyo Hirose (author) (この著者で検索)
https://orcid.org/0000-0003-4090-7806
(unauthenticated)
;
Yukari Katsura (author) (この著者で検索)
- キーワード
- Materials data analysis, database, data curation, dielectric materials, ferroelectric, machine learning, dimensionality reduction
- 刊行年月日
- 2025-12-31
- 更新時刻
- 2025-06-12 16:30:20 +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
Time-domain thermoreflectance technique using multiple delayed probe pulses for high-throughput data acquisition and analysis
- ジャーナル論文
- 著者
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;Hiroto Arima (author) (この著者で検索)National Institute of Advanced Industrial Science and Technology (AIST) National Metrology Institute of Japan (NMIJ);Yuichiro Yamashita (author) (この著者で検索)Takashi Yagi (author) (この著者で検索)
- キーワード
- Time-domain thermoreflectance, multiple delay, thin film, thermal effusivity, interfacial thermal resistance, machine learning
- 刊行年月日
- 2025-12-31
- 更新時刻
- 2025-07-16 16:14:58 +0900
Analysis of the effect of the Fermi surface matching at Co–Fe and Cu interface on giant magnetoresistance effect using a combinatorial technique
- ジャーナル論文
- 著者
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Varun Kumar Kushwaha (author) (この著者で検索)
https://orcid.org/0000-0001-6344-4264
(unauthenticated)
National Institute for Materials Science
;
Ryo Toyama (author) (この著者で検索)National Institute for Materials Science
;
Yoshio Miura (author) (この著者で検索)National Institute for Materials Science
;
Yuma Iwasaki (author) (この著者で検索)National Institute for Materials Science
;
Yuya Sakuraba (author) (この著者で検索)National Institute for Materials Science
- キーワード
- spintronics, giant magnetoresistance, machine learning, Fermi surface, interfacial electronic band matching
- 刊行年月日
- 2024-12-01
- 更新時刻
- 2025-01-07 16:30:50 +0900
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