3D characterization techniques and modeling methods provide deep insights into materials and their microstructure on all length scales. In this thesis a hybrid 3D image reconstruction approach developed to minimize the common imaging artifacts in HR-XCT to improve the image reconstruction quality. Subsequently, the reconstructed 3D data converted into finite element models to estimate mechanical properties of complex material systems.