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)
;
;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
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
Predicting the surface roughness of an electrodeposited copper film using a machine learning technique
- ジャーナル論文
- 著者
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Ryo Tamura (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 Algorithm Team
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;Ryuichi Inaba (author) (この著者で検索)MITSUBISHI MATERIALS CORPORATION;Mami Watanabe (author) (この著者で検索)MITSUBISHI MATERIALS CORPORATION;Yutaro Mori (author) (この著者で検索)MITSUBISHI MATERIALS CORPORATION;Makoto Urushihara (author) (この著者で検索)MITSUBISHI MATERIALS CORPORATION;Kenji Yamaguchi (author) (この著者で検索)MITSUBISHI MATERIALS CORPORATIONShoichi Matsuda (author) (この著者で検索)National Institute for Materials Science Research Center for Energy and Environmental Materials (GREEN)/Battery and Cell Materials Field/Automated Electrochemical Experiments Team
- キーワード
- electrodeposited copper film, surface roughness, machine learning
- 刊行年月日
- 2024-12-31
- 更新時刻
- 2024-10-31 16:30:15 +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
Capacity Estimation and Knee Point Prediction Using Electrochemical Impedance Spectroscopy for Lithium Metal Battery Degradation via Machine Learning
- ジャーナル論文
- 著者
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;Qianli Si (author) (この著者で検索)National Institute for Materials ScienceShoichi Matsuda (author) (この著者で検索)National Institute for Materials Science
;
;Yasunobu Ando (author) (この著者で検索);Toshiyuki Momma (author) (この著者で検索)Yoshitaka Tateyama (author) (この著者で検索)National Institute for Materials Science
- キーワード
- lithium metal battery, machine learning
- 刊行年月日
- 2025-05-05
- 更新時刻
- 2025-09-09 12:30:20 +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
Machine Learning—Guided Design of Biomass‐Based Porous Carbon for Aqueous Symmetric Supercapacitors
- ジャーナル論文
- 著者
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Manickam Minakshi (author) (この著者で検索)
https://orcid.org/0000-0001-6558-8317
(unauthenticated)
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;Apsana Sharma (author) (この著者で検索);Ferdous Sohel (author) (この著者で検索)Almantas Pivrikas (author) (この著者で検索)
https://orcid.org/0000-0002-7713-2154
(unauthenticated)
;
Pragati A. Shinde (author) (この著者で検索)
https://orcid.org/0000-0003-1730-2374
(unauthenticated)
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Katsuhiko Ariga (author) (この著者で検索)
;
Lok Kumar Shrestha (author) (この著者で検索)
- キーワード
- biomass, carbon, dopant, energy, machine learning, storage
- 刊行年月日
- 2025-10-09
- 更新時刻
- 2025-10-21 16:06:10 +0900
Development of an AI-based acoustic disturbance-detection method for robotic arc welding processes
- ジャーナル論文
- 著者
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Houichi Kitano (author) (この著者で検索)National Institute for Materials Science
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Masaki Kobayashi (author) (この著者で検索)National Institute for Materials Science
;
Masahiko Demura (author) (この著者で検索)National Institute for Materials Science
- キーワード
- Acoustic sensing, in-process monitoring, gas metal arc welding, disturbance detection, machine learning, explainable AI, smart manufacturing
- 刊行年月日
- 2026-12-31
- 更新時刻
- 2026-06-25 09:51:40 +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
A design methodology of crystal growth furnace and process aided by two-step optimization using machine learning models and genetic algorithm
- ジャーナル論文
- 著者
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;Hiroyuki Tanaka (author) (この著者で検索)Nagoya University a Graduate School of Engineering;Kentaro Kutsukake (author) (この著者で検索);Kota Asakura (author) (この著者で検索);Takuto Kojima (author) (この著者で検索);Xin Liu (author) (この著者で検索)Noritaka Usami (author) (この著者で検索)
- キーワード
- Optimization, machine learning, genetic algorithm, crystal growth, process informatics
- 刊行年月日
- 2025-12-31
- 更新時刻
- 2026-02-27 12:30:07 +0900