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)
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;Shin-ichi Yamazaki (author) (この著者で検索)Guillaume Lambard (author) (この著者で検索)
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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
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
Black-box optimization technique for investigation of surface phase diagram
- ジャーナル論文
- 著者
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;Makoto Urushihara (author) (この著者で検索)Kenji Yamaguchi (author) (この著者で検索)
https://orcid.org/0009-0004-6743-0299
(unauthenticated)
;
Ryo Tamura (author) (この著者で検索)
- キーワード
- machine learning, surface phase diagram
- 刊行年月日
- 2024-12-01
- 更新時刻
- 2024-12-10 16:55:25 +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)
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Yukako Kohriki (author) (この著者で検索)
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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
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
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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
Deep Learning Enables Rapid Identification of a New Quasicrystal from Multiphase Powder Diffraction Patterns
- ジャーナル論文
- 著者
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;Hirotaka Uryu (author) (この著者で検索);Tsunetomo Yamada (author) (この著者で検索);Koichi Kitahara (author) (この著者で検索)Alok Singh (author) (この著者で検索)National Institute for Materials Science
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Yutaka Iwasaki (author) (この著者で検索)National Institute for Materials Science
;
Kaoru Kimura (author) (この著者で検索)National Institute for Materials Science
;
;Kanta Hiroki (author) (この著者で検索);Naoki Miyao (author) (この著者で検索);Asuka Ishikawa (author) (この著者で検索);Ryuji Tamura (author) (この著者で検索);Satoshi Ohhashi (author) (この著者で検索);Chang Liu (author) (この著者で検索)Ryo Yoshida (author) (この著者で検索)
- キーワード
- deep learning, x-ray powder diffraction, quasicrystal, phase identification, machine learning
- 刊行年月日
- 2023-11-14
- 更新時刻
- 2024-12-13 12:30:39 +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
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
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)
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;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