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Development of Computational, Image Processing and Deep Learning Methods for the Microstructure Characterization of Carbon Fiber Reinforced Polyamide 6 Based on CT Images

Development of Computational, Image Processing and Deep Learning Methods for the Microstructure Characterization of Carbon Fiber Reinforced Polyamide 6 Based on CT Images

von Juliane Blarr
Softcover - 9783731513964
47,00 €
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Beschreibung

Discontinuously fiber reinforced polymers exhibit complex microstructures. Quantities to characterize the latter have been developed over time, such as the fiber volume content or fiber orientation distributions, which can be acquired through computed tomography images and subsequent image processing. This thesis deals with the development of (partially AI-based) methods in this context, especially considering challenges of contrast and resolution with carbon fibers and scale-bridging issues.

Details

Verlag KIT Scientific Publishing
Ersterscheinung 24. November 2025
Maße 21 cm x 14.8 cm
Gewicht 700 Gramm
Format Softcover
ISBN-13 9783731513964
Auflage 1. Auflage
Seiten 374

Schlagwörter