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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
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
Dielectric tensor of perovskite oxides at finite temperature using equivariant graph neural network potentials
- ジャーナル論文
- 著者
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;Alex Kutana (author) (この著者で検索)Nagoya University;Koki Yoshimochi (author) (この著者で検索)Ryoji Asahi (author) (この著者で検索)
- キーワード
- Graph neural network, machine learning, dielectrics, perovskite oxides, phase transitions
- 刊行年月日
- 2025-12-31
- 更新時刻
- 2025-07-18 10:24:15 +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
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
Automatic Extraction of Materials and Properties from Superconductors Scientific Literature
- ジャーナル論文
- 著者
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Foppiano Luca (author) (この著者で検索)NIMS MaDIS
;
Baptista de Castro, Pedro (author) (この著者で検索)
https://orcid.org/0000-0001-8673-2840
(unauthenticated)
NIMS MANA
;
Ortiz Suarez, Pedro (author) (この著者で検索)
https://orcid.org/0000-0003-0343-8852
(unauthenticated)
University of Mannheim Data and Web Science Group
;
Terashima, Kensei (author) (この著者で検索)
;
Takano, Yoshihiko (author) (この著者で検索)
;
Ishii, Masashi (author) (この著者で検索)
https://orcid.org/0000-0002-7721-9735
(unauthenticated)
NIMS MaDIS
- キーワード
- tdm, machine learning, materials science, superconductors, database
- 刊行年月日
- 2022-09-15
- 更新時刻
- 2022-10-16 01:44:51 +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
Automatic Identification and Normalisation of Physical Measurements in Scientific Literature
- ジャーナル論文
- 著者
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FOPPIANO, Luca (author) (この著者で検索)
;
ROMARY, Laurent (author) (この著者で検索)
https://orcid.org/0000-0002-0756-0508
(unauthenticated)
;
ISHII, Masashi (author) (この著者で検索)
;
TANIFUJI, Mikiko (author) (この著者で検索)
- キーワード
- tdm, physical quantities, machine learning
- 刊行年月日
- 2019-09-23
- 更新時刻
- 2022-10-03 02:00:14 +0900
Accelerating Materials Discovery of Novel Europium(II)-Activated Phosphors through Machine Learning Classification of Europium Valences
- ジャーナル論文
- 著者
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Yukinori Koyama (author) (この著者で検索)
;
Yukako Kohriki (author) (この著者で検索)
;
Masamichi Harada (author) (この著者で検索)
;
Naoto Hirosaki (author) (この著者で検索)
;
Takashi Takeda (author) (この著者で検索)
- キーワード
- phosphor, machine learning, europium, oxidation state
- 刊行年月日
- 2024-12-10
- 更新時刻
- 2025-11-25 08:30:03 +0900
Revolutionizing electronics with advanced interfacial heat management
- ジャーナル論文
- 著者
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Yen-Ju Wu (author) (この著者で検索)National Institute for Materials Science
- キーワード
- Interfacial thermal resistance, thermal management, electronics, machine learning
- 刊行年月日
- 2024-07-17
- 更新時刻
- 2024-08-27 16:30:21 +0900