Andrea Ferrero

Andrea Ferrero is an Associate Professor at the Polytechnic University of Turin, affiliated with the Department of Mechanical and Aerospace Engineering (DIMEAS). He leads research in aerospace propulsion, computational fluid dynamics (CFD), machine learning, and reduced-order modeling, with a focus on turbulent flows, turbomachinery, and combustion.

• Scientific Director for projects like NextGenSProDesT (2023–2025) and PARSEC (2024–2027).
• Active in commercial research collaborations with companies like Avio Aero and GE.

His work bridges theoretical and applied research, emphasizing AI/ML integration in aerospace systems.

Research Interests

Andrea Ferrero's research spans:

• Aerospace Propulsion: Advanced rocket nozzles, hybrid engines, and hydrogen turbofans.
• Computational Fluid Dynamics: Turbulent and compressible flow simulations, reduced-order models (ROM).
• Machine Learning: Data-driven turbulence modeling, stress correction with physical constraints.
• Combustion & Propellants: UV-curable solid propellants, photocurable materials for additive manufacturing.

Recent Publications

His 2025 articles address hydrogen turbofan fuel systems, rocket nozzle retro-flows, and UV-curable propellants, reflecting trends in sustainable propulsion and AI-enhanced CFD. Earlier works include turbomachinery simulations, resonant igniters, and microwave material uncertainty analysis.

Teaching & Students

He teaches Innovative Approaches to Turbulent Flow Simulation and Reduced Basis Methods in doctoral programs. His PhD advisees explore topics like:

• Turbulent flow modeling (Giacomo Gedda, Lorenzo Folcarelli)
• Hybrid rocket engine optimization (Leonardo Stumpo)
• Cryogenic fuel systems (Alessandra Zumbo)
• Topological heat exchanger design (Alessandro Chiodi)