Tenure-track Assistant Professor in Numerical Analysis at the Department of Mathematics and Physics, Catholic University of the Sacred Heart.
- Numerical analysis
- Reduced order modelling
- Computational fluid dynamics
- Cardiovascular mathematics
- Multiphysics problems
- Optimal control and shape optimization
Francesco Ballarin
Department of Mathematics and Physics, Catholic University of the Sacred Heart
via Garzetta 48, I-25133 Brescia, Italy
phone: +39 030 2406 723
- Lead developer of RBniCS – reduced order modelling in FEniCS, 2015-ongoing.
- Lead developer of multiphenics/multiphenicsx – easy prototyping of multiphysics problems in FEniCS/FEniCSx, 2016-ongoing.
- Lead developer of FEMlium – interactive visualization of finite element simulations on geographic maps with folium, 2021-ongoing.
- Lead developer of FEM on Colab, 2021-ongoing.
- S. Perotto, G. Bellini, F. Ballarin, K. Calò, V. Mazzi, and U. Morbiducci, “Isogeometric Hierarchical Model Reduction for advection-diffusion process simulation in microchannels“, 2022.
- P. Siena, M. Girfoglio, F. Ballarin, and G. Rozza, “Data-driven reduced order modelling for patient-specific hemodynamics of coronary artery bypass grafts with physical and geometrical parameters“, 2022.
- T. Kadeethum, F. Ballarin, D. O’Malley, Y. Choi, N. Bouklas, and H. Yoon, “Reduced order modeling with Barlow Twins self-supervised learning: Navigating the space between linear and nonlinear solution manifolds“, 2022.
- M. Nonino, F. Ballarin, G. Rozza, and Y. Maday, “Projection based semi–implicit partitioned Reduced Basis Method for non parametrized and parametrized Fluid–Structure Interaction problems“, 2022.
- Teaching assistant for course on “Computational Mechanics by Reduced Order Methods“. Ph.D. in Mathematical Analysis, Modelling, and Applications, SISSA, Italy and Master in HPC, SISSA-ICTP, Italy (Spring 2022).
- Teaching assistant for course on “Elements of numerical analysis“. Master degree in Mathematics, Catholic University of the Sacred Heart, Italy (Spring 2022).
- Teaching assistant for course on “Numerical analysis“. Bachelor degree in Mathematics, Catholic University of the Sacred Heart, Italy (Fall 2021 & Spring 2022).
- Co-advisor in the master thesis of W. Andreoli, “Surface reconstruction and surface PDEs, with an application to Lake Garda”. Master degree in Mathematics, Catholic University of the Sacred Heart, Brescia, Italy (Apr. 2022).
- Committee member in the bachelor thesis of R. Faustini, “Numerical analysis techinques in celestial mechanics”. Bachelor degree in Mathematics, Catholic University of the Sacred Heart, Brescia, Italy (Sep. 2021).
- Co-advisor in the master thesis of P. Siena, “Reduced order methods for hemodynamics modelling“. Master degree in Mathematical Engineering, Politecnico di Torino, Italy (Jul. 2021).
- Contributed talk, FRAME 2020+2, Politecnico di Torino, Italy (May 2022, 17-20).
- Minisymposium organizer, SIAM UQ 22, Atlanta, Georgia, US (Apr. 2022, 12-15), minisymposium on Reduced Order Modelling for Forward and Inverse UQ.
- Invited seminar, ARIA, Online (Mar. 2022, 10).
- Minisymposium organizer, Mechanistic Machine Learning and Digital Twins for Computational Science, Engineering & Technology 2021, Online (Sep. 2021, 26-29), minisymposium on Advances in reduced order modeling of solids, fluids, and porous media.
- Member of Accurate Climate Change Unified Risk Assessment for Territory and Environment in sub-alpine lakes, D.3.2 project by the Catholic University of the Sacred Heart, 2021.
- Member of Advanced Numerical Techniques for Industrial Applications, INdAM GNCS 2020, 2020.
- Member of Numerical Analysis of Full and Reduced Order Methods for Partial Differential Equations, PRIN 2017, 2019.
- Member of Advanced Intrusive and Non-Intrusive Model Order Reduction Techniques and Applications, INdAM GNCS 2019, 2019.