Efficient reconstruction of prior austenite grains in steel from etched light optical micrographs using deep learning and annotations from correlative microscopy

The high-temperature austenite phase is the initial state of practically all technologically relevant hot forming and heat treatment operations in steel processing. The phenomena occurring in austenite, such as recrystallization or grain growth, can have a decisive influence on the subsequent proper...

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Main Authors: Björn-Ivo Bachmann, Martin Müller, Dominik Britz, Ali Riza Durmaz, Marc Ackermann, Oleg Shchyglo, Thorsten Staudt, Frank Mücklich
格式: 文件
语言:English
出版: Frontiers Media S.A. 2022-10-01
丛编:Frontiers in Materials
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在线阅读:https://www.frontiersin.org/articles/10.3389/fmats.2022.1033505/full