Large-area, high-resolution characterisation and classification of damage mechanisms in dual-phase steel using deep learning.

High performance materials, from natural bone over ancient damascene steel to modern superalloys, typically possess a complex structure at the microscale. Their properties exceed those of the individual components and their knowledge-based improvement therefore requires understanding beyond that of...

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Bibliographic Details
Main Authors: Carl Kusche, Tom Reclik, Martina Freund, Talal Al-Samman, Ulrich Kerzel, Sandra Korte-Kerzel
Format: Article
Language:English
Published: Public Library of Science (PLoS) 2019-01-01
Series:PLoS ONE
Online Access:https://doi.org/10.1371/journal.pone.0216493