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Luis David Avendaño-Valencia is an Associate Professor at the University of Southern Denmark, specializing in Mechanical and Aeronautical Engineering. He holds a PhD in Mechanical Aeronautical Engineering and a Bachelor's degree in Electronic Engineering. His primary research interests focus on structural dynamics monitoring and the analysis of real-life structural data in operation. Avendaño-Valencia is particularly interested in the evolutionary dynamics across multiple time scales driven by time-dependent structural properties, as well as environmental and operational effects. He specializes in the development of system identification and damage diagnosis methods, utilizing signal processing, statistics, and machine learning. His work is guided by physical principles to develop fitting algorithms for system identification and diagnosis, driven by a scientific curiosity and a desire to create tools that enhance the understanding of natural phenomena.
University of Southern Denmark • Odense, Denmark
Teaching and supervising courses in mechanical and aeronautical engineering, focusing on machine learning methods and structural vibrations.
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