List of publications
| Dokumenttyp | Erscheinungsjahr | Titel | Autoren | Herausgeber |
|---|
| article | 2024 | Overview: Machine Learning for Segmentation and Classification of Complex Steel Microstructures | Müller, Martin; Stiefel, Marie; Bachmann, Björn-Ivo; Britz, Dominik; Mücklich, Frank | |
| article | 2024 | Enhancing machine learning classification of microstructures: A workflow study on joining image data and metadata in CNN | Stiefel, Marie; Müller, Martin; Bachmann, Björn-Ivo; Guitar, Maria Agustina; Nayak, Ullal Pranav; Mücklich, Frank | |
| article | 2024 | Efficient Phase Segmentation of Light-Optical Microscopy Images of Highly Complex Microstructures Using a Correlative Approach in Combination with Deep Learning Techniques | Bachmann, Björn-Ivo; Müller, Martin; Stiefel, Marie; Britz, Dominik; Staudt, Thorsten; Mücklich, Frank | |
| article | 2023 | Reproducible Quantification of the Microstructure of Complex Quenched and Quenched and Tempered Steels Using Modern Methods of Machine Learning | Bachmann, Björn-Ivo; Müller, Martin; Britz, Dominik; Staudt, Thorsten; Mücklich, Frank | |
| article | 2022 | Efficient reconstruction of prior austenite grains in steel from etched light optical micrographs using deep learning and annotations from correlative microscopy | Bachmann, Björn-Ivo; Müller, Martin; Britz, Dominik; Durmaz, Ali Riza; Ackermann, Marc; Shchyglo, Oleg; Staudt, Thorsten; Mücklich, Frank | |
https://orcid.org/0000-0002-7753-0312