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Papers matching “microstructure segmentation” 8

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Automated segmentation of large image datasets using artificial intelligence for microstructure characterisation and damage analysis
2024 Materials & Design article Computer Science Advanced Neural Network Applications Open access

Setareh Medghalchi, Joscha Kortmann, Sang-Hyeok Lee, U. Kerzel, Sandra Korte‐Kerzel

16

citations
Automated Segmentation of Large Image Datasets using Artificial Intelligence for Microstructure Characterisation, Damage Analysis and High-Throughput Modelling Input
2024 arXiv (Cornell University) preprint Computer Science Advanced Neural Network Applications Open access

Setareh Medghalchi, Joscha Kortmann, Sang-Hyeok Lee, U. Kerzel, Sandra Korte‐Kerzel

0

citations
Implementation of Deep Learning-Based Segmentation for Quantitative Microstructure Analysis and 3D Reconstruction in Aluminum Alloys
2026 Integrating materials and manufacturing innovation article Computer Science Advanced Neural Network Applications Open access

Angelos Theofilatos, Alexandre Viardin, László Sturz

1

citations
Linking microstructure informatics with characterization knowledge in additively manufactured composites through customized and hybrid vision-language representations for automated qualification
2025 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

1

citations
Accelerated semantic segmentation of additively manufactured metal matrix composites: Generating datasets, evaluating convolutional and transformer models, and developing the MicroSegQ+ Tool
2024 Expert Systems with Applications article Computer Science Advanced Neural Network Applications

Mutahar Safdar, Yi Fan Li, Randy El Haddad, Max Zimmermann, Gentry Wood, Guy Lamouche, +2 more

13

citations
Using internal standards in time-resolved X-ray micro-computed tomography to quantify grain-scale developments in solid-state mineral reactions
2024 Solid Earth article Computer Science Medical Image Segmentation Techniques Open access

Roberto Emanuele Rizzo, Damien Freitas, James Gilgannon, Sohan Seth, Ian B. Butler, Gina McGill, +1 more

4

citations
Accelerated quantification of reinforcement degradation in additively manufactured Ni-WC metal matrix composites via SEM and vision transformers
2025 Materials Characterization article Computer Science Advanced Neural Network Applications Open access

Mutahar Safdar, Bashir Kazimi, Karina Ruzaeva, Gentry Wood, Max Zimmermann, Guy Lamouche, +3 more

1

citations
Enhancing synchrotron radiation micro-CT images using deep learning: an application of Noise2Inverse on bone imaging
2025 Journal of Synchrotron Radiation article Computer Science Image and Signal Denoising Methods Open access

Yoshihiro Obata, Dilworth Y. Parkinson, Daniël M. Pelt, Claire Acevedo

4

citations

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