Dr. Soledad Le Clainche is Associate Professor in the Dept. of Applied Mathematics at the School of Aerospace Engineering of the Universidad Politécnica de Madrid (UPM). She received three Masters of Science: in Mechanical Engineering by UPCT, in Aerospace Engineering by UPM and in Fluid Mechanics by Von Karman Institute. In 2013 she completed her PhD in Aerospace Engineering at UPM. Her research focusses on computational fluid dynamics and in the development of novel tools for data analysis enabling the detection of spatio-temporal patterns. Recently, she has developed reduced order models taking advantage of the insights provided by data analysis tools. In addition, she has contributed to the fields of flow control, global stability analysis, analysis of flow structures in complex flows (transitional and turbulent) using data-driven methods, and prediction of temporal patterns using machine learning and soft computing methods.