Simon Pfingstl (*1994) is a research associate at the Laboratory for Product Development and Lightweight Design at the Technical University of Munich (TUM). His research is about statistical methods and machine learning techniques, such as Gaussian processes, and their application to prognostic health monitoring of aircraft structures. Before he became a research associate, he studied automotive engineering (B.Sc.) and computational engineering (M.Sc.) at the University of Applied Sciences Munich with a focus on structural mechanics and optimization. Alexander Horoschenkoff (*1960) studied mechanical engineering at TUM and received his Ph D from the mechanical engineering department. He started his career at the research center of Messerschmitt-Bölkow-Blohm (MBB) in Ottobrunn. Within the research core team of the Daimler Chrysler AG he was responsible for the mechanical technology field. Since 2001 he has been a professor at the Munich University of Applied Sciences, Department of Mechanical Engineering, Automotive and Aeronautics Engineering and head of the CC “Smart Composites”. Philipp Höfer (*1979) is a full professor at the Institute of Lightweight Engineering within the Department of Aerospace Engineering at the Universität der Bundeswehr München. After obtaining his Ph D in the field of material modelling and continuum mechanics, he has gained extensive experience in the development of aircraft structures at Airbus over many years. His research interests include the conceptual, functional and structural design of lightweight structures and the investigation of their static and dynamic characteristics by analysis and test. Markus Zimmermann‘s (*1976) research is about the design and optimization of complex mechanical systems, such as automobiles or robots. Before he became a professor at TUM, he spent 12 years at BMW designing vehicles for crash and vehicle dynamics. His academic training is in Mechanical Engineering with degrees from the Technical University of Berlin (Diplom), the University of Michigan (M.S.E.) and MIT (Ph.D.).