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
Alloys innovation through machine learning: a statistical literature review
- ジャーナル論文
- 著者
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;Alireza Valizadeh (author) (この著者で検索)Ryoji Sahara (author) (この著者で検索)National Institute for Materials Science
;
Maaouia Souissi (author) (この著者で検索)
- キーワード
- Alloy development, machine learning, data-driven research, materials informatics, Materials Genome Initiative, Materials databases
- 刊行年月日
- 2024-12-31
- 更新時刻
- 2024-06-25 12:30:16 +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
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
Er-driven magnetic tunability in FePt thin films investigated via high-throughput experiments and microstructure analysis for future HAMR media
- ジャーナル論文
- 著者
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Daisuke Ogawa (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
;
Jun Uzuhashi (author) (この著者で検索)National Institute for Materials Science
;
Yuta Sasaki (author) (この著者で検索)National Institute for Materials Science
;
;Masato Kotsugi (author) (この著者で検索)Yukiko K. Takahashi (author) (この著者で検索)National Institute for Materials Science
- キーワード
- heat-assisted magnetic recording, FePt, combinatorial, high throughput, machine learning, rare-earth doping
- 刊行年月日
- 2025-06-23
- 更新時刻
- 2025-07-11 08:30:48 +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
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
Multi-Objective Optimization of Adhesive Joint Strength and Elastic Modulus of Adhesive Epoxy with Active Learning
- ジャーナル論文
- 著者
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Paripat Kraisornkachit (author) (この著者で検索)
;
Masanobu Naito (author) (この著者で検索)
;
Chao Kang (author) (この著者で検索)
https://orcid.org/0000-0002-9567-0976
(unauthenticated)
;
Chiaki Sato (author) (この著者で検索)
- キーワード
- experimental testing, multi-objective optimization, epoxy, adhesive, elastic modulus, machine learning, active learning
- 刊行年月日
- 2024-06-12
- 更新時刻
- 2025-01-07 08:30:26 +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
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