Björn-Ivo Bachmann

Overview: Machine Learning for Segmentation and Classification of Complex Steel Microstructures

Martin Müller, Marie Stiefel, Björn-Ivo Bachmann et al. · Metals · 2024 · 23 citations · Full text

Natural Sciences, Materials Engineering, Materials Science +15

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

Björn-Ivo Bachmann, Martin Müller, Dominik Britz et al. · Frontiers in Materials · 2022 · 16 citations · Full text

Engineering, Materials Engineering, Materials Science +17

Reproducible Quantification of the Microstructure of Complex Quenched and Quenched and Tempered Steels Using Modern Methods of Machine Learning

Björn-Ivo Bachmann, Martin Müller, Dominik Britz et al. · Metals · 2023 · 11 citations · Full text

Natural Sciences, Materials Engineering, Materials Science +16

Determination of grain size distribution of prior austenite grains through a combination of a modified contrasting method and machine learning

Marc Laub, Björn-Ivo Bachmann, Eric Detemple et al. · Practical Metallography · 2022 · 10 citations

Natural Sciences, Materials Engineering, Materials Science +17