Chady Ghnatios holds a PhD in Mechanical Engineering from Ecole Centrale Nantes and an HDR from CNAM, along with a double master's in Mechanical Engineering. He served as a Fulbright visiting associate professor to Stanford University and a visiting professor to Toronto Metropolitan University. Currently, he serves as a full professor of mechanical engineering at the Arts et Métiers Institute of Technology, Paris, France. He is the holder of the SKF research chair at Arts et métiers and leader of the scientific machine learning research group . His research interests are model reduction techniques, advanced simulation, and hybrid modeling and model augmentation with data. He currently emphasizes the development of data augmented physical models for dynamic systems applications.