Keyword: Machine learning
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Data-driven analysis of hydrogen embrittlement in martensitic steels with interpretable machine learning
Journal article
Creator
ORCID SAMURAI ; ORCID SAMURAI ; ORCID SAMURAI
Keyword
Hydrogen embrittlement, Martensitic steel, Machine learning, hap (shapley additive explanations), Symbolic regression
Date published
2026-04-23
Updated at
2026-06-17 09:57:29 +0900
第5節機械学習を用いた耐熱鋼のクリープ寿命予測_出村.docx
機械学習を用いた耐熱鋼のクリープ寿命予測
Book
Creator
出村 雅彦 (author) (Search by this author)
技術開発・共用部門, 物質・材料研究機構
ORCID SAMURAI
Keyword
Machine learning, Structural Materials, Performance pridiction, Creep
Date published
2025-05-30
Updated at
2026-01-07 09:42:32 +0900
D5DD00437C.pdf
Automated synthesis and fragment descriptor-based machine learning for retention time prediction in supercritical fluid chromatography
Journal article
Creator
Sitanan Sartyoungkul (author) (Search by this author)
;
Balasubramaniyan Sakthivel (author) (Search by this author)
;
Pavel Sidorov (author) (Search by this author)
ORCID ;
Yuuya Nagata (author) (Search by this author)
ORCID
Keyword
Automated synthesis, Fragment descriptor, Machine learning, Retention time prediction, Supercritical fluid chromatography
Date published
2025-11-26
Updated at
2025-12-24 15:05:55 +0900
Editorial_Nanomaterials.pdf
Advances in Carbon Nanotubes: Synthesis, Properties, and Cutting-Edge Applications
Journal article
Creator
Guohai Chen (author) (Search by this author)
ORCID ; ORCID SAMURAI
Keyword
Carbon Nanotubes, Synthesis, Properties, Machine learning
Date published
2025-10-20
Updated at
2025-12-13 08:30:03 +0900
Autonomous materials search using machine learning and ab initio calculations for L10-FePt-based quaternary alloys (1).pdf
Autonomous materials search using machine learning and ab initio calculations for L1 0 -FePt-based quaternary alloys
Journal article
Creator
Yuma Iwasaki (author) (Search by this author)
National Institute for Materials Science
ORCID SAMURAI ;
Daisuke Ogawa (author) (Search by this author)
National Institute for Materials Science
ORCID SAMURAI ;
Masato Kotsugi (author) (Search by this author)
;
Yukiko K. Takahashi (author) (Search by this author)
National Institute for Materials Science
ORCID SAMURAI
Keyword
Machine learning, Autonomous
Date published
2025-12-31
Updated at
2025-12-25 15:02:29 +0900
abstract_YOSHIKAWA.pdf
Machine Learning to Predict Multicellular Dynamics Driven by Concentrated Polymer Brush-Modified Cellulose Nanofibers
Conference presentation
Creator
Chiaki Yoshikawa (author) (Search by this author)
Research Center for Macromolecules and Biomaterials/Macromolecules Field/Polymer Surfaces and Devices Team, National Institute for Materials Science
ORCID SAMURAI ;
Hiroshi Mamitsuka (author) (Search by this author)
Keyword
Machine learning, Multicellular dynamics, Concentrated polymer brush, Cellulose nanofiber
Date published
Updated at
2025-11-06 12:30:42 +0900
Abstracts_Krishnan.pdf
From Random Networks to AI-Driven Glass Design
Conference presentation
Creator
N. M. Anoop Krishnan (author) (Search by this author)
Department of Civil Engineering, Indian Institute of Technology Delhi
Keyword
Machine learning, AI-Driven Glass Design
Date published
Updated at
2025-09-25 16:30:42 +0900
Wu 2025 J Appl Crystallogr nanoXRD UMAP HVPE GaN.pdf
Machine learning assisted nanobeam X-ray diffraction based analysis on hydride vapor-phase epitaxy GaN
Journal article
Creator
Zhendong Wu (author) (Search by this author)
;
Yusuke Hayashi (author) (Search by this author)
National Institute for Materials Science
ORCID SAMURAI ;
Tetsuya Tohei (author) (Search by this author)
;
Kazushi Sumitani (author) (Search by this author)
;
Yasuhiko Imai (author) (Search by this author)
;
Shigeru Kimura (author) (Search by this author)
;
Akira Sakai (author) (Search by this author)
Keyword
GaN, SPring-8, nanoXRD, Machine learning
Date published
2025-08-01
Updated at
2025-07-31 12:30:18 +0900
1-s2.0-S2214860425001010-main.pdf
Phase-separation induced dislocation-network cellular structures in Ti-Zr-Nb-Mo-Ta high-entropy alloy processed by laser powder bed fusion
Journal article
Creator
Han Chen (author) (Search by this author)
;
Daisuke Egusa (author) (Search by this author)
;
Zehao Li (author) (Search by this author)
National Institute for Materials Science
;
Taisuke Sasaki (author) (Search by this author)
National Institute for Materials Science
ORCID SAMURAI ;
Ryosuke Ozasa (author) (Search by this author)
;
Takuya Ishimoto (author) (Search by this author)
;
Masayuki Okugawa (author) (Search by this author)
;
Yuichiro Koizumi (author) (Search by this author)
;
Takayoshi Nakano (author) (Search by this author)
;
Eiji Abe (author) (Search by this author)
Keyword
High-entropy alloy, Laser powder bed fusion, Cellular structure, Phase separation, Dislocation-network, Electron microscopy, Machine learning
Date published
2025-03-12
Updated at
2025-04-08 13:16:16 +0900
1-s2.0-S0169743925000085-main.pdf
MADGUI: Multi-Application Design Graphical User Interface for active learning assisted by Bayesian optimization
Journal article
Creator
ORCID SAMURAI ; ORCID SAMURAI
Keyword
Graphical user interface, Statistical analysis, Machine learning, Bayesian optimization, Process optimization, User-friendly
Date published
2025-01-21
Updated at
2025-01-27 12:30:30 +0900
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