Students
Co-advisor in the master thesis of Rebecca Faustini, “Spectral element methods for fourth order elliptic problems”. Master degree in Mathematics, Università Cattolica del Sacro Cuore, Brescia, Italy (Apr. 2024). Advisor: Maurizio Paolini; co-advisors: Paola Gervasio, Francesco Ballarin.
Advisor in the master thesis of Erica Pirondi, “Cluster Identification and Neural Network Application in Patients with Cardiovascular Disease”. Master degree in Data Analytics for Business, Università Cattolica del Sacro Cuore, Milano, Italy (Oct. 2023). Advisor: Francesco Ballarin
Co-advisor in the bachelor thesis of Maria Ghisini, “Numerical optimization techniques for machine learning problems”. Bachelor degree in Mathematics, Università Cattolica del Sacro Cuore, Brescia, Italy (Jul. 2023). Advisor: Maurizio Paolini; co-advisor: Francesco Ballarin.
Co-advisor in the bachelor thesis of Francesco Pasqualini, “Automatic differentiation for machine learning models”. Bachelor degree in Mathematics, Università Cattolica del Sacro Cuore, Brescia, Italy (Apr. 2023). Advisor: Maurizio Paolini; co-advisor: Francesco Ballarin.
Advisor in the master thesis of Davide Alberto Lupis, “Credit card fraud detection through isolation forest”. Master degree in Data Analytics for Business, Università Cattolica del Sacro Cuore, Milano, Italy (Apr. 2023). Advisor: Francesco Ballarin
Co-advisor in the bachelor thesis of Lorenzo Ronchi, “Algorithms for arbitrary precision floating-point arithmetic”. Bachelor degree in Mathematics, Università Cattolica del Sacro Cuore, Brescia, Italy (Feb. 2023). Advisor: Maurizio Paolini; co-advisor: Francesco Ballarin.
Advisor in the master thesis of Edoardo Frigerio, “Graph Neural Network: a real case application on Recommender System”. Master degree in Data Analytics for Business, Università Cattolica del Sacro Cuore, Milano, Italy (Feb. 2023). Advisor: Francesco Ballarin
Advisor in the master thesis of Lorenzo Scandolara, “Machine learning tools for data-driven physical simulations”. Master degree in Data Analytics for Business, Università Cattolica del Sacro Cuore, Milano, Italy (Feb. 2023). Advisor: Francesco Ballarin
Co-advisor in the master thesis of Emanuela Viani, “Sparse direct methods and Krylov methods for large sparse linear systems”. Master degree in Mathematics, Università Cattolica del Sacro Cuore, Brescia, Italy (Jul. 2022). Advisor: Maurizio Paolini; co-advisor: Francesco Ballarin.
Co-advisor in the master thesis of William Andreoli, “Surface reconstruction and surface PDEs, with an application to Lake Garda”. Master degree in Mathematics, Università Cattolica del Sacro Cuore, Brescia, Italy (Apr. 2022). Advisor: Maurizio Paolini; co-advisor: Francesco Ballarin.
Co-advisor in the bachelor thesis of Rebecca Faustini, “Numerical analysis techinques in celestial mechanics”. Bachelor degree in Mathematics, Università Cattolica del Sacro Cuore, Brescia, Italy (Sep. 2021). Advisor: Maurizio Paolini; co-advisor: Francesco Ballarin.
Co-advisor in the Ph.D. thesis of Maria Strazzullo, “Reduced order methods for optimal control problems”. Ph.D. in Mathematical Analysis, Modelling, and Applications, SISSA, Italy (Sep. 2021). Advisor: Gianluigi Rozza; co-advisor: Francesco Ballarin.
Co-advisor in the master thesis of Pierfrancesco Siena, “A machine learning-based reduced order model for the investigation of the blood flow patterns in presence of a stenosis of the left main coronary artery”. Master degree in Mathematical Engineering, Politecnico di Torino, Italy (Jul. 2021). Advisors: Claudio Canuto, Gianluigi Rozza; co-advisors: Francesco Ballarin, Michele Girfoglio.
Committee member in the master thesis of Jack Tattersall, “Hemodynamic modelling of arteriovenous grafts”. Master degree in Biomedical Engineering, Eindhoven University of Technology, the Netherlands (May 2021). Advisors: Wouter Huberts, Maarten Snoeijs, Frans van de Vosse
Co-advisor in the master thesis of Anna Sanfilippo, “Reduced Basis Methods for Electromagnetic Problems”. Master degree in Mathematics, University of Trento, Italy (Mar. 2021). Advisor: Ana Alonso Rodriguez; co-advisor: Francesco Ballarin.
Co-advisor in the Ph.D. thesis of Monica Nonino, “On the application of the Reduced Basis Method to Fluid-Structure Interaction problems”. Ph.D. in Mathematical Analysis, Modelling, and Applications, SISSA, Italy (Sep. 2020). Advisor: Gianluigi Rozza; co-advisor: Francesco Ballarin.
Co-advisor in the Ph.D. thesis of Federico Pichi, “Reduced order models for parametric bifurcation problems in nonlinear PDEs”. Ph.D. in Mathematical Analysis, Modelling, and Applications, SISSA, Italy (Sep. 2020). Advisor: Gianluigi Rozza; co-advisor: Francesco Ballarin.
Co-advisor in the master thesis of Giuseppe Infantino, “Reduced order methods for hemodynamics modelling”. Master degree in Mathematical Engineering, Politecnico di Torino, Italy (Jul. 2020). Advisors: Claudio Canuto, Gianluigi Rozza; co-advisors: Francesco Ballarin, Michele Girfoglio.
Co-advisor in the master thesis of Julien Genovese, “Reduced order methods for uncertainty quantification in computational fluid dynamics”. Master degree in Mathematical Engineering, Politecnico di Torino, Italy (Oct. 2019). Advisors: Claudio Canuto, Gianluigi Rozza; co-advisor: Francesco Ballarin.
Co-advisor in the Ph.D. thesis of Zakia Zainib, “Reduced order parametrized viscous optimal flow control problems and applications in coronary artery bypass grafts with patient-specific geometrical reconstruction and data assimilation”. Ph.D. in Mathematical Analysis, Modelling, and Applications, SISSA, Italy (Sep. 2019). Advisor: Gianluigi Rozza; co-advisor: Francesco Ballarin.
Co-advisor in the undergraduate internship of Laura Huang, “Worked examples on reduced order methods in computational mechanics”. Internship in MISTI MIT-Italy Program (Summer 2019). Advisor: Gianluigi Rozza; co-advisors: Francesco Ballarin, Monica Nonino.
Co-advisor in the Ph.D. thesis of Shafqat Ali, “Stabilized reduced basis methods for the approximation of parametrized viscous flows”. Ph.D. in Mathematical Analysis, Modelling, and Applications, SISSA, Italy (Sep. 2018). Advisor: Gianluigi Rozza; co-advisor: Francesco Ballarin.
Co-advisor in the undergraduate internship of Jack Novak, “Geometrical reconstruction of patient-specific coronary artery bypass grafts”. Internship in MISTI MIT-Italy Program (Summer 2018). Advisor: Gianluigi Rozza; co-advisor: Francesco Ballarin.
Co-advisor in the master thesis of Giulia Meglioli, “Comparison of model order reduction approaches in parametrized optimal control problems”. Master degree in Mathematical Engineering, Politecnico di Milano, Italy (Dec. 2017). Advisors: Simona Perotto, Gianluigi Rozza; co-advisor: Francesco Ballarin.
Co-advisor in the master thesis of Matteo Zancanaro, “Hierarchical model reduction techniques for flows in a parametric setting”. Master degree in Aeronautical Engineering, Politecnico di Milano, Italy (Apr. 2017). Advisors: Simona Perotto, Gianluigi Rozza; co-advisor: Francesco Ballarin.
Co-advisor in the master thesis of Maria Strazzullo, “Reduced order methods for parametric optimal flow control problems: applications in environmental and marine sciences and engineering”. Master degree in Mathematics, University of Trieste, Italy (Mar. 2017). Advisor: Gianluigi Rozza; co-advisors: Renzo Mosetti, Francesco Ballarin.
Co-advisor in the master thesis of Luca Venturi, “Weighted reduced order methods for parametrized {PDE}s in uncertainty quantification problems”. Master degree in Mathematics, University of Trieste, Italy (Jul. 2016). Advisor: Gianluigi Rozza; co-advisor: Francesco Ballarin.
Co-advisor in the master thesis of Davide Torlo, “Stabilized reduced basis method for transport {PDE}s with random inputs”. Master degree in Mathematics, University of Trieste, Italy (Jul. 2016). Advisor: Gianluigi Rozza; co-advisor: Francesco Ballarin.
Co-advisor in the master thesis of Luca Marco Valsecchi, “Reduced Order Methods for {PDE}s: a comparison between Proper Orthogonal Decomposition and Proper Generalized Decomposition”. Master degree in eronautical Engineering, Politecnico di Milano, Italy (Apr. 2016). Advisors: Simona Perotto, Gianluigi Rozza; co-advisor: Francesco Ballarin.
Co-advisor in the master thesis of Alessandro D’Amario, “A reduced-order Inverse Distance Weighting technique for the efficient mesh-motion of deformable interfaces and moving shapes in computational problems”. Master degree in Aeronautical Engineering, Politecnico di Milano, Italy (Apr. 2016). Advisors: Simona Perotto, Gianluigi Rozza; co-advisor: Francesco Ballarin.
Co-advisor in the undergraduate internship of Cristina Mata, “Geometrical reconstruction of patient-specific coarctation of aorta”. Internship in MISTI MIT-Italy Program (Summer 2015). Advisor: Gianluigi Rozza; co-advisor: Francesco Ballarin.
Co-advisor in the master thesis of Riccardo Ferrero, “Numerical study of the fluid-dynamics in patient-specific coronary artery bypass grafts”. Master degree in Mathematical Engineering, Politecnico di Torino, Italy (Mar. 2014). Advisors: Luigi Preziosi, Alfio Quarteroni; co-advisors: Elena Faggiano, Francesco Ballarin, Roberto Scrofani.