Machine Learning-Based Classification of Dislocation Microstructures
Author:
Funder
European Research Council
Publisher
Frontiers Media SA
Subject
Materials Science (miscellaneous)
Reference30 articles.
1. Size effects and idealized dislocation microstructure at small scales: predictions of a phenomenological model of mesoscopic field dislocation mechanics: part I;Acharya;J. Mech. Phys. Solids,2006
2. Computational microstructure characterization and reconstruction: review of the state-of-the-art techniques;Bostanabad;Prog. Mater. Sci.,2018
3. Material structure-property linkages using three-dimensional convolutional neural networks;Cecen;Acta Mater.,2018
4. Three-dimensional imaging of dislocations in a nanoparticle at atomic resolution;Chen;Nature,2013
5. Image driven machine learning methods for microstructure recognition;Chowdhury;Comput. Mater. Sci.,2016
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