Papers matching “microstructure segmentation” 57
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Extracting ductile cast iron microstructure parameters from fracture surfaces: A deep learning based instance segmentation approach2024 Engineering Fracture Mechanics article Engineering Mechanical Failure Analysis and Simulation Open access
Johannes Tlatlik, Carla Beckmann, Benedikt Rohrmüller, Sebastian Münstermann
10citations -
Digitalizing metallic materials from image segmentation to multiscale solutions via physics informed operator learning2025 npj Computational Materials article Materials Science Machine Learning in Materials Science Open access
Shahed Rezaei, Kianoosh Taghikhani, Alexandre Viardin, Reza Najian Asl, Nikhil Vijay Jagtap, David Benjamin Bailly, +7 more
7citations -
Linking microstructure informatics with characterization knowledge in additively manufactured composites through customized and hybrid vision-language representations for automated qualification2025 Advanced Engineering Informatics article Computer Science Multimodal Machine Learning Applications Open access
Mutahar Safdar, Gentry Wood, Max Zimmermann, Guy Lamouche, Priti Wanjara, Yaoyao Fiona Zhao
1citations -
Combined quantitative microscopy on the microstructure and phase evolution in Li1.3Al0.3Ti1.7(PO4)3 ceramics2020 Journal of Advanced Ceramics article Engineering Advanced Battery Materials and Technologies Open access
Deniz Cihan Gunduz, Roland Schierholz, Shicheng Yu, Hermann Tempel, Hans Kungl, Rüdiger‐A. Eichel
40citations -
Quantifying Reaction-Induced Porosity During KBr–KCl Replacement: 4D Synchrotron Tomography and Statistical Microstructure Descriptors2026 conference-abstract Environmental Science CO2 Sequestration and Geologic Interactions Open access
Hamed Amiri, Vangelis Dialeismas, Damien Freitas, Roberto Emanuele Rizzo, Florian Fußeis, Oliver Plümper
0citations -
P39 Longitudinal changes of cerebral white matter tissue microstructure in early-onset systemic lupus erythematosus2020 Poster presentations conference-paper Medicine Advanced Neuroimaging Techniques and Applications Open access
Ettore Silvagni, Francesca Inglese, Alessandra Bortoluzzi, Alfredo Revenaz, Massimo Borrelli, M Steup-Beekman, +6 more
0citations -
Qualitative observations of microstructure development during CO2 mineralisation in basalt obtained from CarbFix2025 conference-abstract Environmental Science CO2 Sequestration and Geologic Interactions Open access
Faisal W.K. Khudhur, Ian B. Butler, Florian Fußeis, Ian Watt, Stuart Gilfillan
1citations -
Micromechanical fatigue experiments for validation of microstructure-sensitive fatigue simulation models2022 International Journal of Fatigue article Engineering Fatigue and fracture mechanics Open access
Ali Riza Durmaz, Erik Natkowski, Nikolai Arnaudov, Petra Sonnweber–Ribic, Stefan Weihe, Sebastian Münstermann, +2 more
20citations -
Introducing a microstructure-embedded autoencoder approach for reconstructing high-resolution solution field data from a reduced parametric space2024 Computational Mechanics article Physics and Astronomy Model Reduction and Neural Networks Open access
Rasoul Najafi Koopas, Shahed Rezaei, Natalie Rauter, Richard Ostwald, Rolf Lammering
5citations -
Advanced diffusion MRI provides evidence for altered axonal microstructure and gradual peritumoral infiltration in GBM in comparison to brain metastases2024 Clinical Neuroradiology article Medicine Advanced Neuroimaging Techniques and Applications Open access
Urs Würtemberger, Alexander Rau, Martin Diebold, L. E. Becker, Marc Hohenhaus, Jürgen Beck, +5 more
8citations -
Efficient reconstruction of prior austenite grains in steel from etched light optical micrographs using deep learning and annotations from correlative microscopy2022 Frontiers in Materials article Engineering Microstructure and Mechanical Properties of Steels Open access
Björn-Ivo Bachmann, Martin Johannes Müller, Dominik Britz, Ali Riza Durmaz, Marc Ackermann, Oleg Shchyglo, +2 more
21citations