Self-Energy Spectroscopy and Artificial Neural Network
- ジャーナル論文
- 著者
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Youhei Yamaji (author) (この著者で検索)
- キーワード
- machine learning, quantum materials, photoemission spectroscopy, high-temperature superconductivity
- 刊行年月日
- 2025-03-15
- 更新時刻
- 2025-02-27 12:30:42 +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
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
Artificial Intelligence‐Driven Nanoarchitectonics for Smart Targeted Drug Delivery
- ジャーナル論文
- 著者
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;Hayeon Bae (author) (この著者で検索);Hyunsub Ji (author) (この著者で検索);Konstantin Konstantinov (author) (この著者で検索);Ronald Sluyter (author) (この著者で検索)Katsuhiko Ariga (author) (この著者で検索)National Institute for Materials Science
;
;Yong Ho Kim (author) (この著者で検索)Jung Ho Kim (author) (この著者で検索)
- キーワード
- artificial intelligence, in silico optimization, machine learning, nanocarrier design, nanomedicine, targeted drug delivery
- 刊行年月日
- 2025-08-07
- 更新時刻
- 2025-10-28 12:30:13 +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
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
Acquiring and transferring comprehensive catalyst knowledge through integrated high-throughput experimentation and automatic feature engineering
- ジャーナル論文
- 著者
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;Ayu Fujiwara (author) (この著者で検索)Japan Advanced Institute of Science and Technology Graduate School of Advanced Science and Technology;Sunao Nakanowatari (author) (この著者で検索)Japan Advanced Institute of Science and Technology Graduate School of Advanced Science and Technology;Yohei Cho (author) (この著者で検索)Japan Advanced Institute of Science and Technology Graduate School of Advanced Science and TechnologyToshiaki Taniike (author) (この著者で検索)Japan Advanced Institute of Science and Technology Graduate School of Advanced Science and Technology
- キーワード
- Catalyst informatics, machine learning, high-throughput experimentation, descriptor, oxidative coupling of methane
- 刊行年月日
- 2025-12-31
- 更新時刻
- 2025-07-16 16:17:04 +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
Structure Prediction from Chemical Formula Using Periodic Descriptors
- プレゼンテーション
- 著者
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Yen-Ju Wu (author) (この著者で検索)National Institute for Materials Science Center for Basic Research on Materials/Data-driven Materials Research Field/Data-driven Inorganic Materials Group
;
Yibin Xu (author) (この著者で検索)National Institute for Materials Science Center for Basic Research on Materials/Data-driven Materials Research Field/Data-driven Inorganic Materials Group
- キーワード
- periodic descriptor, structure prediction, machine learning, template substitution
- 刊行年月日
- 更新時刻
- 2025-09-13 08:30:19 +0900