2 papers
cs.CV2025
Unsupervised Segmentation of Micro-CT Scans of Polyurethane Structures By Combining Hidden-Markov-Random Fields and a U-Net
Julian Grolig, Lars Griem, Michael Selzer +4
Extracting digital material representations from images is a necessary prerequisite for a quantitative analysis of material properties. Different segmentation approaches have been…
cond-mat.mtrl-sci2023
A U-Net-Based Self-Stitching Method for Generating Periodic Grain Structures
Ye Ji, Arnd Koeppe, Patrick Altschuh +6
When modeling microstructures, the computational resource requirements increase rapidly as the simulation domain becomes larger. As a result, simulating a small representative frac…