Micromechanical homogenization of additively manufactured composites using segmented micro-CT images by neural networks

• Main Author: Νικολάου, Χρήστος
• Other Authors: Nikolaou, Christos
• Language: English
• Published: 2023
• Subjects: Additive manufacturing; micro-CT; Fiber detection; YOLO; Micromechanical homogenization; Προσθετική κατασκευή; Υπολογιστική μικροτομογραφία; Ανίχνευση ινών; Μικρομηχανική ομογενοποίηση

The primary objective of this study was to investigate the use of conventional micro-CT and neural network (NN) algorithms for image processing to accurately visualize and detect the fibers in 3D printed composites and to use the information of the fiber detection in analytical micromechanical homog...