- Creative Commons BY Attribution 4.0 International (20)
- In Copyright (13)
- Creative Commons BY-NC Attribution-NonCommercial 4.0 International (4)
- Creative Commons BY-NC-ND Attribution-NonCommercial-NoDerivs 4.0 International (2)
- https://creativecommons.org/licenses/by-nc/3.0/ (1)
- https://creativecommons.org/licenses/by-nc/3.0/legalcode (1)
Graph Network-Based Simulation of Multicellular Dynamics Driven by Concentrated Polymer Brush-Modified Cellulose Nanofibers
- Journal article
- Creator
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Chiaki Yoshikawa (author) (Search by this author)National Institute for Materials Science
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;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
Machine-learning-assisted discovery of polymers with high thermal conductivity using a molecular design algorithm
- Journal article
- Creator
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;Stephen Wu (author) (Search by this author);Yukiko Kondo (author) (Search by this author);Masa-aki Kakimoto (author) (Search by this author);Bin Yang (author) (Search by this author);Hironao Yamada (author) (Search by this author)Isao Kuwajima (author) (Search by this author)
;
Guillaume Lambard (author) (Search by this author)National Institute for Materials Science
;
;Kenta Hongo (author) (Search by this author)Yibin Xu (author) (Search by this author)
;
;Junichiro Shiomi (author) (Search by this author);Christoph Schick (author) (Search by this author);Junko Morikawa (author) (Search by this author)Ryo Yoshida (author) (Search by this author)
- Keyword
- machine learning, polymer, thermal conductivity, molecular design
- Date published
- 2019-06-21
- Updated at
- 2024-11-21 16:31:23 +0900
Understanding strain localization in metallic materials: a review of high-resolution digital image correlation and related techniques
- Journal article
- Creator
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F. Briffod (author) (Search by this author)
;
;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
Rapid discovery of new Eu2+-activated phosphors with a designed luminescence color using a data-driven approach
- Journal article
- Creator
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Yukinori Koyama (author) (Search by this author)Research and Services Division of Materials Data and Integrated System, National Institute for Materials Science
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;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 ScienceTakashi Takeda (author) (Search by this author)Research Center for Functional Materials, National Institute for Materials Science
;
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
Structure Prediction from Chemical Formula Using Periodic Descriptors
- Conference presentation
- Creator
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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
;
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
- Keyword
- periodic descriptor, structure prediction, machine learning, template substitution
- Date published
- Updated at
- 2025-09-13 08:30:19 +0900
An interpretable linear model bridging data-driven analysis and chemical intuition for Eu 2+ -phosphor emissions
- Journal article
- Creator
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Yukinori Koyama (author) (Search by this author)
;
;Ryusei Hayasaka (author) (Search by this author)Yuta Matsushima (author) (Search by this author)
https://orcid.org/0000-0001-5826-1551
(unauthenticated)
;
Takayuki Nakanishi (author) (Search by this author)
;
Takashi Takeda (author) (Search by this author)
;
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
A design methodology of crystal growth furnace and process aided by two-step optimization using machine learning models and genetic algorithm
- Journal article
- Creator
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;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
Machine learning prediction of Young's modulus in multi component titanium based biomedical alloys using extended thermodynamic descriptors
- Journal article
- Creator
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;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
Automatic Identification and Normalisation of Physical Measurements in Scientific Literature
- Journal article
- Creator
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FOPPIANO, Luca (author) (Search by this author)
;
ROMARY, Laurent (author) (Search by this author)
https://orcid.org/0000-0002-0756-0508
(unauthenticated)
;
ISHII, Masashi (author) (Search by this author)
;
TANIFUJI, Mikiko (author) (Search by this author)
- Keyword
- tdm, physical quantities, machine learning
- Date published
- 2019-09-23
- Updated at
- 2022-10-03 02:00:14 +0900
Development of a method to evaluate strain in weld solidification using in-situ observations with high-brightness synchrotron X-rays
- Journal article
- Creator
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Houichi Kitano (author) (Search by this author)
;
Tomoya Nagira (author) (Search by this author)
;
Fumiyoshi Yoshinaka (author) (Search by this author)
;
Takahiro Sawaguchi (author) (Search by this author)
;
;Takayuki Yamashita (author) (Search by this author);Yasuhiro Aoki (author) (Search by this author)Hidetoshi Fujii (author) (Search by this author)
- Keyword
- in-situ observation, synchrotron X-ray, welding technology, optical flow, machine learning, Strain evaluation method;
- Date published
- 2024-12-31
- Updated at
- 2024-11-13 12:30:30 +0900