Keyword: machine learning

54 records found. Displaying records 1 to 10.

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

3-12-Revised Manuscript without Any Highlighting.docx
Machine-Learning-Driven Discovery of Mn4+-Doped Red-Emitting Fluorides with Short Excited-State Lifetime and High Efficiency for Mini Light-Emitting Diode Displays
Journal article
Creator
Hong Ming (author) (Search by this author)
ORCID ;
Yayun Zhou (author) (Search by this author)
;
Maxim S. Molokeev (author) (Search by this author)
ORCID ;
Chuang Zhang (author) (Search by this author)
;
Lin Huang (author) (Search by this author)
;
Yuanjing Wang (author) (Search by this author)
; ORCID SAMURAI ;
Enhai Song (author) (Search by this author)
ORCID ;
Qinyuan Zhang (author) (Search by this author)
ORCID
Keyword
luminescent materials, machine learning
Date published
2024-05-06
Updated at
2025-04-03 08:30:20 +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

Atomic descriptors generated from coordination polyhedra in crystal structures.pdf
Atomic descriptors generated from coordination polyhedra in crystal structures
Journal article
Creator
Yuki Inada (author) (Search by this author)
;
Yukari Katsura (author) (Search by this author)
ORCID SAMURAI ;
Masaya Kumagai (author) (Search by this author)
;
Kaoru Kimura (author) (Search by this author)
Keyword
Materials informatics, machine learning, atomic descriptors, coordination polyhedra, formation energy prediction, band gap prediction
Date published
2021-01-01
Updated at
2024-11-21 16:35:29 +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)
ORCID SAMURAI ;
Masaki Kobayashi (author) (Search by this author)
ORCID SAMURAI ;
Masahiko Demura (author) (Search by this author)
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

Predicting the surface roughness of an electrodeposited copper film using a machine learning technique.pdf
Predicting the surface roughness of an electrodeposited copper film using a machine learning technique
Journal article
Creator
Ryo Tamura (author) (Search by this author)
Center for Basic Research on Materials/Data-driven Materials Research Field/Data-driven Algorithm Team, National Institute for Materials Science
ORCID SAMURAI ;
Ryuichi Inaba (author) (Search by this author)
MITSUBISHI MATERIALS CORPORATION
;
Mami Watanabe (author) (Search by this author)
MITSUBISHI MATERIALS CORPORATION
;
Yutaro Mori (author) (Search by this author)
MITSUBISHI MATERIALS CORPORATION
;
Makoto Urushihara (author) (Search by this author)
MITSUBISHI MATERIALS CORPORATION
;
Kenji Yamaguchi (author) (Search by this author)
MITSUBISHI MATERIALS CORPORATION
;
Shoichi Matsuda (author) (Search by this author)
Research Center for Energy and Environmental Materials (GREEN)/Battery and Cell Materials Field/Automated Electrochemical Experiments Team, National Institute for Materials Science
ORCID SAMURAI
Keyword
electrodeposited copper film, surface roughness, machine learning
Date published
2024-12-31
Updated at
2024-10-31 16:30:15 +0900

Manuscript.pdf
Graph Network-Based Simulation of Multicellular Dynamics Driven by Concentrated Polymer Brush-Modified Cellulose Nanofibers
Journal article
Creator
Chiaki Yoshikawa (author) (Search by this author)
ORCID SAMURAI ;
Duc Anh Nguyen (author) (Search by this author)
;
Tadashi Nakaji-Hirabayashi (author) (Search by this author)
;
Ichigaku Takigawa (author) (Search by this author)
;
Hiroshi Mamitsuka (author) (Search by this author)
Keyword
cellulose nanofiber, concentrated polymer brush, hMSC, self-assembly, machine learning
Date published
2024-04-08
Updated at
2024-08-27 08:30:31 +0900

d2ma00881e.pdf
Rapid discovery of new Eu2+-activated phosphors with a designed luminescence color using a data-driven approach
Journal article
Creator
Yukinori Koyama (author) (Search by this author)
Research and Services Division of Materials Data and Integrated System, National Institute for Materials Science
ORCID SAMURAI ;
Hidekazu Ikeno (author) (Search by this author)
Osaka Metropolitan University
;
Masamichi Harada (author) (Search by this author)
Research Center for Functional Materials, National Institute for Materials Science
;
Shiro Funahashi (author) (Search by this author)
Research Center for Functional Materials, National Institute for Materials Science
;
Takashi Takeda (author) (Search by this author)
Research Center for Functional Materials, National Institute for Materials Science
ORCID SAMURAI ;
Naoto Hirosaki (author) (Search by this author)
Research Center for Functional Materials, National Institute for Materials Science
Keyword
phosphor, materials design, machine learning, luminescence, emission spectrum, Eu2+
Date published
2022-11-29
Updated at
2024-01-05 22:11:23 +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

2025 ogawa APL final.pdf
Er-driven magnetic tunability in FePt thin films investigated via high-throughput experiments and microstructure analysis for future HAMR media
Journal article
Creator
Daisuke Ogawa (author) (Search by this author)
ORCID SAMURAI ;
Yuma Iwasaki (author) (Search by this author)
ORCID SAMURAI ;
Jun Uzuhashi (author) (Search by this author)
ORCID SAMURAI ;
Yuta Sasaki (author) (Search by this author)
ORCID SAMURAI ;
Masato Kotsugi (author) (Search by this author)
;
Yukiko K. Takahashi (author) (Search by this author)
ORCID SAMURAI
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

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