Keyword: machine learning
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55 records found.

Supplementary information.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
tstm_a_2691688_sm0812.pdf
An interpretable linear model bridging data-driven analysis and chemical intuition for Eu 2+ -phosphor emissions
Journal article
Creator
ORCID SAMURAI ;
Ryusei Hayasaka (author) (Search by this author)
;
Yuta Matsushima (author) (Search by this author)
ORCID ; ORCID SAMURAI ; ORCID SAMURAI ;
Naoto Hirosaki (author) (Search by this author)
Keyword
materials informatics, phosphor, europium, machine learning, interpretability, linear model, composition-based feature
Date published
2026-12-31
Updated at
2026-07-07 14:31:04 +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
2604_supp_info.pdf
Non-negative matrix factorization analysis of spatially-resolved photoemission spectra for epitaxially grown graphene on SiC
Journal article
Creator
Masaki Imamura (author) (Search by this author)
Synchrotron Light Application Center, Saga University
;
Kazutoshi Takahashi (author) (Search by this author)
Keyword
Photoemission spectroscopy, non-negative matrix factorization, graphene, machine learning, data-driven analysis
Date published
2026-06-19
Updated at
2026-06-24 15:38:41 +0900
d5dd00486a.pdf
Bayesian diversity control for batch-based phase diagram determination
Journal article
Creator
Peiheng Zou (author) (Search by this author)
; ORCID SAMURAI ; ORCID SAMURAI
Keyword
phase diagram, machine learning
Date published
2026-02-16
Updated at
2026-04-01 14:33:21 +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
Journal article
A design methodology of crystal growth furnace and process aided by two-step optimization using machine learning models and genetic algorithm
Journal article
Creator
Hiroyuki Tanaka (author) (Search by this author)
a Graduate School of Engineering, Nagoya University
;
Kentaro Kutsukake (author) (Search by this author)
;
Kota Asakura (author) (Search by this author)
;
Takuto Kojima (author) (Search by this author)
;
Xin Liu (author) (Search by this author)
;
Noritaka Usami (author) (Search by this author)
Keyword
Optimization, machine learning, genetic algorithm, crystal growth, process informatics
Date published
2025-12-31
Updated at
2026-02-27 12:30:07 +0900
光学NN.pdf
多次元X線計測と情報科学
Journal article
Creator
永村 直佳 (author) (Search by this author)
マテリアル基盤研究センター/先端解析分野/光電子分光グループ, 物質・材料研究機構
ORCID SAMURAI
Keyword
multi-dimensional, X-ray spectroscopy, data-driven science, machine learning, sparce modeling
Date published
[2025年8月]
Updated at
2026-01-20 10:11:08 +0900
s41524-025-01851-8 (1).pdf
Networking autonomous material exploration systems through transfer learning
Journal article
Creator
Naoki Yoshida (author) (Search by this author)
;
Yutaro Iwabuchi (author) (Search by this author)
;
Yasuhiko Igarashi (author) (Search by this author)
;
Yuma Iwasaki (author) (Search by this author)
National Institute for Materials Science
ORCID SAMURAI
Keyword
machine learning
Date published
2025-12-09
Updated at
2025-12-13 08:30:26 +0900
Pitfalls in Artificial Intelligence_revised_clean_v2.docx
Pitfalls in Artificial Intelligence Powered Discovery Due to Electrocatalyst Evaluation Methodologies
Journal article
Creator
Abraham Castro Garcia (author) (Search by this author)
;
Ken Sakaushi (author) (Search by this author)
National Institute for Materials Science
ORCID SAMURAI
Keyword
machine learning
Date published
2025-09-04
Updated at
2026-04-30 12:01:11 +0900