Keyword: machine learning
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125008_1_5.0229856.pdf
Black-box optimization technique for investigation of surface phase diagram
Journal article
Creator
Makoto Urushihara (author) (Search by this author)
;
Kenji Yamaguchi (author) (Search by this author)
ORCID ; ORCID SAMURAI
Keyword
machine learning, surface phase diagram
Date published
2024-12-01
Updated at
2024-12-10 16:55:25 +0900
Abstract for 7th Academic Collaboration Seminar.pdf
Data-driven approaches for designing thermal insulating materials
Conference presentation
Creator
Yen-Ju Wu (author) (Search by this author)
Center for Basic Research on Materials/Data-driven Materials Research Field/Data-driven Inorganic Materials Group, National Institute for Materials Science
ORCID SAMURAI ;
Yibin Xu (author) (Search by this author)
Center for Basic Research on Materials/Data-driven Materials Research Field/Data-driven Inorganic Materials Group, National Institute for Materials Science
ORCID SAMURAI
Keyword
Interfacial thermal resistance, machine learning, thermal insulator, data-driven technique
Date published
Updated at
2024-12-25 16:30:37 +0900
Abstract_YenJu Wu.docx
Designing Thermal Insulating thin films with Data-Driven Innovation
Conference presentation
Creator
Yen-Ju Wu (author) (Search by this author)
Center for Basic Research on Materials/Data-driven Materials Research Field/Data-driven Inorganic Materials Group, National Institute for Materials Science
ORCID SAMURAI ;
Yibin Xu (author) (Search by this author)
Center for Basic Research on Materials/Data-driven Materials Research Field/Data-driven Inorganic Materials Group, National Institute for Materials Science
ORCID SAMURAI
Keyword
Interfacial thermal resistance, machine learning, thermal insulator, thin film
Date published
Updated at
2025-03-12 16:30:31 +0900
Development of an AI-based acoustic disturbance-detection method for robotic arc welding processes.pdf
Development of an AI-based acoustic disturbance-detection method for robotic arc welding processes
Journal article
Creator
Houichi Kitano (author) (Search by this author)
National Institute for Materials Science
ORCID SAMURAI ;
Masaki Kobayashi (author) (Search by this author)
National Institute for Materials Science
ORCID SAMURAI ;
Masahiko Demura (author) (Search by this author)
National Institute for Materials Science
ORCID SAMURAI
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
Advanced Science - 2025 - Si - Capacity Estimation and Knee Point Prediction Using Electrochemical Impedance Spectroscopy.pdf
Capacity Estimation and Knee Point Prediction Using Electrochemical Impedance Spectroscopy for Lithium Metal Battery Degradation via Machine Learning
Journal article
Creator
Qianli Si (author) (Search by this author)
National Institute for Materials Science
;
Shoichi Matsuda (author) (Search by this author)
National Institute for Materials Science
ORCID SAMURAI ;
Yasunobu Ando (author) (Search by this author)
;
Toshiyuki Momma (author) (Search by this author)
;
Yoshitaka Tateyama (author) (Search by this author)
National Institute for Materials Science
ORCID SAMURAI
Keyword
lithium metal battery, machine learning
Date published
2025-05-05
Updated at
2025-09-09 12:30:20 +0900
Understanding strain localization in metallic materials a review of high-resolution digital image correlation and related techniques.pdf
Understanding strain localization in metallic materials: a review of high-resolution digital image correlation and related techniques
Journal article
Creator
ORCID SAMURAI ;
T. E.J. Edwards (author) (Search by this author)
;
J. Quinta da Fonseca (author) (Search by this author)
;
J. -C. Stinville (author) (Search by this author)
;
D. Texier (author) (Search by this author)
;
T. Vermeij (author) (Search by this author)
Keyword
High-resolution digital image correlation, strain localization, crystal plasticity, data merging, metallic materials, machine learning
Date published
2026-12-31
Updated at
2026-03-13 08:30:04 +0900
Manuscript_clean.pdf
Machine learning prediction of Young's modulus in multi component titanium based biomedical alloys using extended thermodynamic descriptors
Journal article
Creator
Hassan Ahmad (author) (Search by this author)
Department of Metallurgy and Materials Engineering, Pakistan Institute of Engineering and Applied Sciences (PIEAS)
;
Muhammad Haider (author) (Search by this author)
;
Zafar Iqbal (author) (Search by this author)
;
Muhammad Zarif (author) (Search by this author)
;
Syed Mujtaba Ul Hassan (author) (Search by this author)
Keyword
Titanium alloys, machine learning, biomedical alloys, Young’s modulus prediction
Date published
2026-12-31
Updated at
2026-07-08 16:58:38 +0900
2025秋季応用物理学会.pdf
Structure Prediction from Chemical Formula Using Periodic Descriptors
Conference presentation
Creator
Yen-Ju Wu (author) (Search by this author)
Center for Basic Research on Materials/Data-driven Materials Research Field/Data-driven Inorganic Materials Group, National Institute for Materials Science
ORCID SAMURAI ;
Yibin Xu (author) (Search by this author)
Center for Basic Research on Materials/Data-driven Materials Research Field/Data-driven Inorganic Materials Group, National Institute for Materials Science
ORCID SAMURAI
Keyword
periodic descriptor, structure prediction, machine learning, template substitution
Date published
Updated at
2025-09-13 08:30:19 +0900
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