Francesco Marino

Ph.D. candidate in Ingegneria Aerospaziale , 37th cycle (2021-2024)
Department of Mechanical and Aerospace Engineering (DIMEAS)

Profile

PhD

Thesis title

Integrated Proactive Multi-Fault Detection for Predictive Maintenance Applications

Research topic

PHM in aviation: Incident detection, assessment, and prediction using data-driven methods.

Tutors

Research interests

Autonomous Aerial Vehicles
Concurrent Engineering / Aerospace Systems Engineering
Sensors Integration and Avionics / Systems Modelling and Simulation
Structural Health Monitoring

Biography

Francesco Marino is pursuing his PhD in Aerospace Engineering at Politecnico di Torino. With a focused interest in the applications of Data Science, he is actively working at Lufthansa Technik on Predictive Maintenance topics. His research pursuits notably include data-driven modeling, domain generalization, decision-making, and uncertainty estimation within Deep Learning. The research areas mentioned also have implications in additional fields, such as autonomous robotics and scenarios where autonomous decision-making is critical. In addition to his academic and professional work, he is a member of the Flight Mechanics and Simulation Research Team at Politecnico di Torino, further solidifying his commitment to the exploration and advancement of aerospace technologies.

Research

Research groups

Publications

Latest publications View all publications in Porto@Iris