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
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)
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;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
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
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
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
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
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Yuma Iwasaki (author) (この著者で検索)National Institute for Materials Science
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Jun Uzuhashi (author) (この著者で検索)National Institute for Materials Science
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Yuta Sasaki (author) (この著者で検索)National Institute for Materials Science
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;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
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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
Development of a method to evaluate strain in weld solidification using in-situ observations with high-brightness synchrotron X-rays
- ジャーナル論文
- 著者
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Houichi Kitano (author) (この著者で検索)
;
Tomoya Nagira (author) (この著者で検索)
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Fumiyoshi Yoshinaka (author) (この著者で検索)
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Takahiro Sawaguchi (author) (この著者で検索)
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;Takayuki Yamashita (author) (この著者で検索);Yasuhiro Aoki (author) (この著者で検索)Hidetoshi Fujii (author) (この著者で検索)
- キーワード
- in-situ observation, synchrotron X-ray, welding technology, optical flow, machine learning, Strain evaluation method;
- 刊行年月日
- 2024-12-31
- 更新時刻
- 2024-11-13 12:30:30 +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)
;
;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)
;
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
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
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;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