A new method for classifying and segmenting material microstructure based on machine learning
Author:
Publisher
Elsevier BV
Subject
Mechanical Engineering,Mechanics of Materials,General Materials Science
Reference28 articles.
1. Overview: computer vision and machine learning for microstructural characterization and analysis;Holm;Metall. Mater. Trans. A,2020
2. How important is microstructural feature selection for data-driven structure-property mapping?;Liu;MRS Commun.,2022
3. A Review of application of machine learning in design, synthesis, and characterization of metal matrix composites: current status and emerging applications;Kordijazi;JOM,2021
4. A new method for separating complex touching equiaxed and lamellar alpha phases in microstructure of titanium alloy;Ji;Trans. Nonferrous Met. Soc. Chin.,2013
5. A. Ullah, G. Liu, J. Luan, W. Li, M. ur Rahman, M.J.M.C. Ali, Three-dimensional visualization and quantitative characterization of grains in polycrystalline iron, 91 (2014) 65–75.
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