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- In Copyright (15)
- Creative Commons BY-NC Attribution-NonCommercial 4.0 International (2)
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43 件のレコードが見つかりました。
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
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
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
;
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
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
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
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
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
An interpretable linear model bridging data-driven analysis and chemical intuition for Eu 2+ -phosphor emissions
- ジャーナル論文
- 著者
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Yukinori Koyama (author) (この著者で検索)
;
;Ryusei Hayasaka (author) (この著者で検索)Yuta Matsushima (author) (この著者で検索)
https://orcid.org/0000-0001-5826-1551
(unauthenticated)
;
Takayuki Nakanishi (author) (この著者で検索)
;
Takashi Takeda (author) (この著者で検索)
;
Naoto Hirosaki (author) (この著者で検索) - キーワード
- materials informatics, phosphor, europium, machine learning, interpretability, linear model, composition-based feature
- 刊行年月日
- 2026-12-31
- 更新時刻
- 2026-07-07 14:31:04 +0900
Understanding strain localization in metallic materials: a review of high-resolution digital image correlation and related techniques
- ジャーナル論文
- 著者
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F. Briffod (author) (この著者で検索)
;
;T. E.J. Edwards (author) (この著者で検索);J. Quinta da Fonseca (author) (この著者で検索);J. -C. Stinville (author) (この著者で検索);D. Texier (author) (この著者で検索)T. Vermeij (author) (この著者で検索)
- キーワード
- High-resolution digital image correlation, strain localization, crystal plasticity, data merging, metallic materials, machine learning
- 刊行年月日
- 2026-12-31
- 更新時刻
- 2026-03-13 08:30:04 +0900
Essential structural and experimental descriptors for bulk and grain boundary conductivities of Li solid electrolytes
- 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
;
;Takehiro Tanaka (author) (この著者で検索);Tomoyuki Komori (author) (この著者で検索);Mikiya Fujii (author) (この著者で検索);Hiroshi Mizuno (author) (この著者で検索)Satoshi Itoh (author) (この著者で検索)
https://orcid.org/0000-0002-8139-582X
(unauthenticated)
National Institute for Materials Science
;
;Tadanobu Takada (author) (この著者で検索)Erina Fujita (author) (この著者で検索)National Institute for Materials Science
;
Yibin Xu (author) (この著者で検索)National Institute for Materials Science
- キーワード
- Ionic conductivity, machine learning, grain boundary, ionic conductor, Li battery, grain size, descriptor
- 刊行年月日
- 2020-01-31
- 更新時刻
- 2024-01-05 22:11:22 +0900