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3D U-Net-based segmentation of voids and delamination in composite materials using micro-CT data | Synapse
March 3, 2026
3D U-Net-based segmentation of voids and delamination in composite materials using micro-CT data
OC
Olivia Chamberland
JL
Jeremy Laliberté
LL
Lucy Chun Li
Puntos clave
Effective segmentation of voids and delamination is possible using 3D U-Net, enhancing material analysis.
The model achieved an accuracy of over 90% in identifying voids in micro-CT data images.
Using micro-CT data allows for detailed insights into the internal structures of composite materials.
This approach highlights the potential for improved quality control in manufacturing processes.
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Chamberland et al. (Sat,) studied this question.
synapsesocial.com/papers/69a76136c6e9836116a2eed1
https://doi.org/https://doi.org/10.1016/j.compositesb.2026.113495