Ph.D. in Ingegneria Aerospaziale , 37th cycle (2021-2024)
Ph.D. obtained in 2025
Dissertation:
Machine learning for transitional and turbulent flows (Abstract)
Tutors:
Andrea Ferrero Francesco LaroccaProfile
Research topic
Machine learning for multiphysics problems
Research interests
Teaching
Teachings
Master of Science
- Endoreattori. A.A. 2022/23, INGEGNERIA AEROSPAZIALE. Collaboratore del corso
- Endoreattori. A.A. 2022/23, INGEGNERIA AEROSPAZIALE. Collaboratore del corso
Publications
Works published during the Ph.D. View all publications in Porto@Iris
- Muscara', Luca (2025)
Machine learning for transitional and turbulent flows. relatore: FERRERO, ANDREA; LAROCCA, FRANCESCO; , 37. XXXVII Ciclo, P.: 151
Doctoral Thesis - Muscara, Luca; Cisternino, Marco; Ferrero, Andrea; Iob, Andrea; Larocca, Francesco (2024)
A Comparison of Local and Global Strategies for Exploiting Field Inversion on Separated Flows at Low Reynolds Number. In: APPLIED SCIENCES, vol. 14. ISSN 2076-3417
Contributo su Rivista - Casalino, Lorenzo; Ferrero, Andrea; Folcarelli, Lorenzo; Masseni, Filippo; Muscara, ... (2024)
Multiphysics Modeling for Combustion Instability in Paraffin-Fueled Hybrid Rocket Engines. In: JOURNAL OF SPACECRAFT AND ROCKETS, vol. 61, pp. 674-690. ISSN 0022-4650
Contributo su Rivista - Stumpo, L.; Muscara', L.; Ferrero, A.; Masseni, F.; Pastrone, D. (2024)
Swirl Injection Modeling for Paraffin-Based Hybrid Rocket Engines Combustion Instabilities. In: AIAA Scitech 2024, Orlando (USA), 8 January - 12 January 2024
Contributo in Atti di Convegno (Proceeding) - Muscara, Luca; Cisternino, Marco; Ferrero, Andrea; Iob, Andrea; Larocca, Francesco; ... (2023)
Enhancing turbulence modeling with data-driven approaches: a focus on the field inversion and machine learning paradigm. In: ParCFD 2023
Contributo in Atti di Convegno (Proceeding) - Casalino, L.; Ferrero, A.; Masseni, F.; Muscara, L.; Pastrone, D.; Frezzotti, M. L.; ... (2022)
Multi physics modelling for a hybrid rocket engine with liquefying fuel: a sensitivity analysis on combustion instability. In: AIAA AVIATION 2022 Forum, Chicago (USA) & Virtual, June 27-July 1, 2022, pp. 1-15. ISBN: 978-1-62410-635-4
Contributo in Atti di Convegno (Proceeding) - Ferrero, A.; Masseni, F.; Muscarà, L.; Pastrone, D. (2021)
Multiphysics Modelling of a Hybrid Rocket Engine. In: 14th World Congress in Computational Mechanics (WCCM) - ECCOMAS Congress 2020, Virtual conference, 11-15 January 2021, pp. 1-12
Contributo in Atti di Convegno (Proceeding)