Giovanni Catalani

Research Engineer (Cifre) @Airbus

Toulouse, FR

At Airbus I am building novel surrogate models based on Deep Learning to rapidly simulate the physics of aircrafts. My research on Neural Operators architectures has lead to the development of novel frameworks to scale data-driven simulators to realistic 3D large industrial configurations, and handle complex shape variations. These models demonstrate superior accuracy compared to the state of the art (Graph Neural Netowrks, Convolutional Neural Networks) while achieving speedups compared to high fidelity numerical solvers. As part of my job, I regularly present my research in conferences, Journal Publications and international competitions.