9 records found. Displaying records 1 to 9.
Dielectric tensor of perovskite oxides at finite temperature using equivariant graph neural network potentials
- Journal article
- Creator
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;Alex Kutana (author) (Search by this author)Nagoya University;Koki Yoshimochi (author) (Search by this author)Ryoji Asahi (author) (Search by this author)
- Keyword
- Graph neural network, machine learning, dielectrics, perovskite oxides, phase transitions
- Date published
- 2025-12-31
- Updated at
- 2025-07-18 10:24:15 +0900
Deep Learning Enables Rapid Identification of a New Quasicrystal from Multiphase Powder Diffraction Patterns
- Journal article
- Creator
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;Hirotaka Uryu (author) (Search by this author);Tsunetomo Yamada (author) (Search by this author);Koichi Kitahara (author) (Search by this author)Alok Singh (author) (Search by this author)National Institute for Materials Science
;
Yutaka Iwasaki (author) (Search by this author)National Institute for Materials Science
;
Kaoru Kimura (author) (Search by this author)National Institute for Materials Science
;
;Kanta Hiroki (author) (Search by this author);Naoki Miyao (author) (Search by this author);Asuka Ishikawa (author) (Search by this author);Ryuji Tamura (author) (Search by this author);Satoshi Ohhashi (author) (Search by this author);Chang Liu (author) (Search by this author)Ryo Yoshida (author) (Search by this author) - Keyword
- deep learning, x-ray powder diffraction, quasicrystal, phase identification, machine learning
- Date published
- 2023-11-14
- Updated at
- 2024-12-13 12:30:39 +0900
Machine Learning as a “Catalyst” for Advancements in Carbon Nanotube Research
- Journal article
- Creator
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Guohai Chen (author) (Search by this author)
https://orcid.org/0000-0001-8481-0972
(unauthenticated)
;
Dai-Ming Tang (author) (Search by this author)
- Keyword
- machine learning, carbon nanotube, in situ TEM, growth mechanism
- Date published
- 2024-10-22
- Updated at
- 2024-12-24 13:58:23 +0900
Er-driven magnetic tunability in FePt thin films investigated via high-throughput experiments and microstructure analysis for future HAMR media
- Journal article
- Creator
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Daisuke Ogawa (author) (Search by this author)National Institute for Materials Science
;
Yuma Iwasaki (author) (Search by this author)National Institute for Materials Science
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Jun Uzuhashi (author) (Search by this author)National Institute for Materials Science
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Yuta Sasaki (author) (Search by this author)National Institute for Materials Science
;
;Masato Kotsugi (author) (Search by this author)Yukiko K. Takahashi (author) (Search by this author)National Institute for Materials Science
- Keyword
- heat-assisted magnetic recording, FePt, combinatorial, high throughput, machine learning, rare-earth doping
- Date published
- 2025-06-23
- Updated at
- 2025-07-11 08:30:48 +0900
Time-domain thermoreflectance technique using multiple delayed probe pulses for high-throughput data acquisition and analysis
- Journal article
- Creator
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;Hiroto Arima (author) (Search by this author)National Metrology Institute of Japan (NMIJ), National Institute of Advanced Industrial Science and Technology (AIST);Yuichiro Yamashita (author) (Search by this author)Takashi Yagi (author) (Search by this author)
- Keyword
- Time-domain thermoreflectance, multiple delay, thin film, thermal effusivity, interfacial thermal resistance, machine learning
- Date published
- 2025-12-31
- Updated at
- 2025-07-16 16:14:58 +0900
Essential structural and experimental descriptors for bulk and grain boundary conductivities of Li solid electrolytes
- Journal article
- Creator
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Yen-Ju Wu (author) (Search by this author)National Institute for Materials Science
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;Takehiro Tanaka (author) (Search by this author);Tomoyuki Komori (author) (Search by this author);Mikiya Fujii (author) (Search by this author);Hiroshi Mizuno (author) (Search by this author)Satoshi Itoh (author) (Search by this author)
https://orcid.org/0000-0002-8139-582X
(unauthenticated)
National Institute for Materials Science
;
;Tadanobu Takada (author) (Search by this author)Erina Fujita (author) (Search by this author)National Institute for Materials Science
;
Yibin Xu (author) (Search by this author)National Institute for Materials Science
- Keyword
- Ionic conductivity, machine learning, grain boundary, ionic conductor, Li battery, grain size, descriptor
- Date published
- 2020-01-31
- Updated at
- 2024-01-05 22:11:22 +0900
Multi-Objective Optimization of Adhesive Joint Strength and Elastic Modulus of Adhesive Epoxy with Active Learning
- Journal article
- Creator
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Paripat Kraisornkachit (author) (Search by this author)
;
Masanobu Naito (author) (Search by this author)
;
Chao Kang (author) (Search by this author)
https://orcid.org/0000-0002-9567-0976
(unauthenticated)
;
Chiaki Sato (author) (Search by this author)
- Keyword
- experimental testing, multi-objective optimization, epoxy, adhesive, elastic modulus, machine learning, active learning
- Date published
- 2024-06-12
- Updated at
- 2025-01-07 08:30:26 +0900
Development of an AI-based acoustic disturbance-detection method for robotic arc welding processes
- Journal article
- Creator
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Houichi Kitano (author) (Search by this author)National Institute for Materials Science
;
Masaki Kobayashi (author) (Search by this author)National Institute for Materials Science
;
Masahiko Demura (author) (Search by this author)National Institute for Materials Science
- Keyword
- Acoustic sensing, in-process monitoring, gas metal arc welding, disturbance detection, machine learning, explainable AI, smart manufacturing
- Date published
- 2026-12-31
- Updated at
- 2026-06-25 09:51:40 +0900
Analysis of the effect of the Fermi surface matching at Co–Fe and Cu interface on giant magnetoresistance effect using a combinatorial technique
- Journal article
- Creator
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Varun Kumar Kushwaha (author) (Search by this author)
https://orcid.org/0000-0001-6344-4264
(unauthenticated)
National Institute for Materials Science
;
Ryo Toyama (author) (Search by this author)National Institute for Materials Science
;
Yoshio Miura (author) (Search by this author)National Institute for Materials Science
;
Yuma Iwasaki (author) (Search by this author)National Institute for Materials Science
;
Yuya Sakuraba (author) (Search by this author)National Institute for Materials Science
- Keyword
- spintronics, giant magnetoresistance, machine learning, Fermi surface, interfacial electronic band matching
- Date published
- 2024-12-01
- Updated at
- 2025-01-07 16:30:50 +0900