Unsupervised Segmentation of Micro-CT Scans of Polyurethane Structures By Combining Hidden-Markov-Random Fields and a U-Net.

Lars Griem

Julian Grolig Lars Griem Michael Selzer Hans-Ulrich Kauczor Simon M. F. Triphan Britta Nestler Arnd Koeppe Unsupervised Segmentation of Micro-CT Scans of Polyurethane Structures By Combining Hidden-Markov-Random Fields and a U-Net. 2025 November abs/2511.11378 CoRR https://doi.org/10.48550/arXiv.2511.11378 db/journals/corr/corr2511.html#abs-2511-11378 streams/journals/corr

Rihab Al-Salman Camila Aguiar Teixeira Philipp Zschumme Subin Lee Lars Griem Jasmin Aghassi-Hagmann Christoph Kirchlechner Michael Selzer KadiStudio Use-Case Workflow: Automation of Data Processing for in Situ Micropillar Compression Tests. 2023 January 22 Data Sci. J. https://doi.org/10.5334/dsj-2023-021 db/journals/datascience/datascience22.html#AlSalmanTZLGAKS23

Lars Griem Richard Thelen Michael Selzer Automated Documentation of Research Processes Using RDM. 2023 CoRDI https://doi.org/10.52825/cordi.v1i.411 conf/cordi/2023 db/conf/cordi/cordi2023.html#GriemTS23

Lars Griem Philipp Zschumme Matthieu Laqua Nico Brandt Ephraim Schoof Patrick Altschuh Michael Selzer KadiStudio: FAIR Modelling of Scientific Research Processes. 16 2022 21 Data Sci. J. https://doi.org/10.5334/dsj-2022-016 db/journals/datascience/datascience21.html#GriemZLBSAS22

Nico Brandt Lars Griem Christoph Herrmann Ephraim Schoof Giovanna Tosato Yinghan Zhao Philipp Zschumme Michael Selzer Kadi4Mat: A Research Data Infrastructure for Materials Science. 8 2021 20 Data Sci. J. https://doi.org/10.5334/dsj-2021-008 db/journals/datascience/datascience20.html#BrandtGHSTZZS21

Jasmin Aghassi-Hagmann Rihab Al-Salman Patrick Altschuh Nico Brandt Julian Grolig Christoph Herrmann Hans-Ulrich Kauczor Christoph Kirchlechner Arnd Koeppe Matthieu Laqua Subin Lee Britta Nestler Ephraim Schoof Michael Selzer Camila Aguiar Teixeira Richard Thelen Giovanna Tosato Simon M. F. Triphan Yinghan Zhao Philipp Zschumme