Francesco Ballarin

Publication Activity (10 Years)

Years Active: 2014-2023
Publications (10 Years): 56

Top Topics

Optimal Control

Partial Differential Equations

Top Venues

Comput. Math. Appl.

J. Sci. Comput.

J. Comput. Phys.

Publications

Monica Nonino, Francesco Ballarin, Gianluigi Rozza, Yvon Maday
Projection Based Semi-Implicit Partitioned Reduced Basis Method for Fluid-Structure Interaction Problems. J. Sci. Comput. 94 (1) (2023)
Pierfrancesco Siena, Michele Girfoglio, Francesco Ballarin, Gianluigi Rozza
Data-Driven Reduced Order Modelling for Patient-Specific Hemodynamics of Coronary Artery Bypass Grafts with Physical and Geometrical Parameters. J. Sci. Comput. 94 (2) (2023)
Anna Sanfilippo, Ian Moore, Francesco Ballarin, Traian Iliescu
Approximate Deconvolution Leray Reduced Order Model for Convection-Dominated Flows. CoRR (2023)
Fabian Key, Max von Danwitz, Francesco Ballarin, Gianluigi Rozza
Model Order Reduction for Deforming Domain Problems in a Time-Continuous Space-Time Setting. CoRR (2023)
Ivan Prusak, Monica Nonino, Davide Torlo, Francesco Ballarin, Gianluigi Rozza
An optimisation-based domain-decomposition reduced order model for the incompressible Navier-Stokes equations. Comput. Math. Appl. 151 (2023)
Julien Genovese, Francesco Ballarin, Gianluigi Rozza, Claudio Canuto
Weighted reduced order methods for uncertainty quantification in computational fluid dynamics. CoRR (2023)
Maria Strazzullo, Francesco Ballarin, Traian Iliescu, Claudio Canuto
New Feedback Control and Adaptive Evolve-Filter-Relax Regularization for the Navier-Stokes Equations in the Convection-Dominated Regime. CoRR (2023)
Efthymios N. Karatzas, Giovanni Stabile, Francesco Ballarin, Gianluigi Rozza
Reduced Basis, Embedded Methods and Parametrized Levelset Geometry. CoRR (2023)
Francesco Ballarin, Sanghyun Lee, Son-Young Yi
Projection-based reduced order modeling of an iterative coupling scheme for thermo-poroelasticity. CoRR (2023)
Monica Nonino, Francesco Ballarin, Gianluigi Rozza, Yvon Maday
Projection based semi-implicit partitioned Reduced Basis Method for non parametrized and parametrized Fluid-Structure Interaction problems. CoRR (2022)
Simona Perotto, Gloria Bellini, Francesco Ballarin, Karol Calò, Valentina Mazzi, Umberto Morbiducci
Isogeometric Hierarchical Model Reduction for advection-diffusion process simulation in microchannels. CoRR (2022)
Ivan Prusak, Monica Nonino, Davide Torlo, Francesco Ballarin, Gianluigi Rozza
An optimisation-based domain-decomposition reduced order model for the incompressible Navier-Stokes equations. CoRR (2022)
Efthymios N. Karatzas, Monica Nonino, Francesco Ballarin, Gianluigi Rozza
A Reduced Order Cut Finite Element method for geometrically parametrized steady and unsteady Navier-Stokes problems. Comput. Math. Appl. 116 (2022)
Maria Strazzullo, Francesco Ballarin, Gianluigi Rozza
POD-Galerkin model order reduction for parametrized nonlinear time-dependent optimal flow control: an application to shallow water equations. J. Num. Math. 30 (1) (2022)
Teeratorn Kadeethum, Francesco Ballarin, Daniel O'Malley, Youngsoo Choi, Nikolaos Bouklas, Hongkyu Yoon
Reduced order modeling with Barlow Twins self-supervised learning: Navigating the space between linear and nonlinear solution manifolds. CoRR (2022)
Matteo Zancanaro, Francesco Ballarin, Simona Perotto, Gianluigi Rozza
Hierarchical Model Reduction Techniques for Flow Modeling in a Parametrized Setting. Multiscale Model. Simul. 19 (1) (2021)
Teeratorn Kadeethum, Sanghyun Lee, Francesco Ballarin, J. Choo, Hamidreza M. Nick
A locally conservative mixed finite element framework for coupled hydro-mechanical-chemical processes in heterogeneous porous media. Comput. Geosci. 152 (2021)
Federico Pichi, Francesco Ballarin, Gianluigi Rozza, Jan S. Hesthaven
An artificial neural network approach to bifurcating phenomena in computational fluid dynamics. CoRR (2021)
Maria Strazzullo, Francesco Ballarin, Gianluigi Rozza
A Certified Reduced Basis Method for Linear Parametrized Parabolic Optimal Control Problems in Space-Time Formulation. CoRR (2021)
Monica Nonino, Francesco Ballarin, Gianluigi Rozza
A monolithic and a partitioned Reduced Basis Method for Fluid-Structure Interaction problems. CoRR (2021)
Giuseppe Carere, Maria Strazzullo, Francesco Ballarin, Gianluigi Rozza, Rob Stevenson
A weighted POD-reduction approach for parametrized PDE-constrained Optimal Control Problems with random inputs and applications to environmental sciences. CoRR (2021)
Teeratorn Kadeethum, Francesco Ballarin, Y. Choi, Daniel O'Malley, H. Yoon, Nikolaos Bouklas
Non-intrusive reduced order modeling of natural convection in porous media using convolutional autoencoders: comparison with linear subspace techniques. CoRR (2021)
Nirav Vasant Shah, Michele Girfoglio, Peregrina Quintela, Gianluigi Rozza, Alejandro Lengomin, Francesco Ballarin, Patricia Barral
Finite element based model order reduction for parametrized one-way coupled steady state linear thermomechanical problems. CoRR (2021)
Teeratorn Kadeethum, Hamidreza M. Nick, Sanghyun Lee, Francesco Ballarin
Enriched Galerkin discretization for modeling poroelasticity and permeability alteration in heterogeneous porous media. J. Comput. Phys. 427 (2021)
Maria Strazzullo, Michele Girfoglio, Francesco Ballarin, Traian Iliescu, Gianluigi Rozza
Consistency of the Full and Reduced Order Models for Evolve-Filter-Relax Regularization of Convection-Dominated, Marginally-Resolved Flows. CoRR (2021)
Shafqat Ali, Francesco Ballarin, Gianluigi Rozza
A Reduced basis stabilization for the unsteady Stokes and Navier-Stokes equations. CoRR (2021)
Elisa Fevola, Francesco Ballarin, Laura Jiménez-Juan, Stephen Fremes, Stefano Grivet-Talocia, Gianluigi Rozza, Piero Triverio
An optimal control approach to determine resistance-type boundary conditions from in-vivo data for cardiovascular simulations. CoRR (2021)
Teeratorn Kadeethum, Francesco Ballarin, Nikolaos Bouklas
Non-intrusive reduced order modeling of poroelasticity of heterogeneous media based on a discontinuous Galerkin approximation. CoRR (2021)
Giuseppe Carere, Maria Strazzullo, Francesco Ballarin, Gianluigi Rozza, Rob Stevenson
A weighted POD-reduction approach for parametrized PDE-constrained optimal control problems with random inputs and applications to environmental sciences. Comput. Math. Appl. 102 (2021)
Teeratorn Kadeethum, Hamidreza M. Nick, Sanghyun Lee, Francesco Ballarin
Enriched Galerkin Discretization for Modeling Poroelasticity and Permeability Alteration in Heterogeneous Porous Media. CoRR (2020)
Federico Pichi, Maria Strazzullo, Francesco Ballarin, Gianluigi Rozza
Driving bifurcating parametrized nonlinear PDEs by optimal control strategies: application to Navier-Stokes equations with model order reduction. CoRR (2020)
Michele Girfoglio, Francesco Ballarin, Giuseppe Infantino, Francesca Nicolò, Andrea Montalto, Gianluigi Rozza, Roberto Scrofani, Marina Comisso, Francesco Musumeci
Non-intrusive PODI-ROM for patient-specific aortic blood flow in presence of a LVAD device. CoRR (2020)
Shafqat Ali, Francesco Ballarin, Gianluigi Rozza
Stabilized reduced basis methods for parametrized steady Stokes and Navier-Stokes equations. CoRR (2020)
Shafqat Ali, Francesco Ballarin, Gianluigi Rozza
Stabilized reduced basis methods for parametrized steady Stokes and Navier-Stokes equations. Comput. Math. Appl. 80 (11) (2020)
Maria Strazzullo, Francesco Ballarin, Gianluigi Rozza
POD-Galerkin Model Order Reduction for Parametrized Time Dependent Linear Quadratic Optimal Control Problems in Saddle Point Formulation. J. Sci. Comput. 83 (3) (2020)
Francesco Ballarin, Tomás Chacón Rebollo, Enrique Delgado Ávila, Macarena Gómez Mármol, Gianluigi Rozza
Certified Reduced Basis VMS-Smagorinsky model for natural convection flow in a cavity with variable height. Comput. Math. Appl. 80 (5) (2020)
Francesco Ballarin, Gianluigi Rozza, Maria Strazzullo
Reduced order methods for parametric flow control problems and applications. CoRR (2020)
Michele Girfoglio, L. Scandurra, Francesco Ballarin, Giuseppe Infantino, Francesca Nicolò, Andrea Montalto, Gianluigi Rozza, Roberto Scrofani, Marina Comisso, Francesco Musumeci
A non-intrusive data-driven ROM framework for hemodynamics problems. CoRR (2020)
Efthymios N. Karatzas, Monica Nonino, Francesco Ballarin, Gianluigi Rozza
A Reduced Order Cut Finite Element method for geometrically parameterized steady and unsteady Navier-Stokes problems. CoRR (2020)
Maria Strazzullo, Francesco Ballarin, Gianluigi Rozza
POD-Galerkin Model Order Reduction for Parametrized Nonlinear Time Dependent Optimal Flow Control: an Application to Shallow Water Equations. CoRR (2020)
Teeratorn Kadeethum, Sanghyun Lee, Francesco Ballarin, J. Choo, Hamidreza M. Nick
A Locally Conservative Mixed Finite Element Framework for Coupled Hydro-Mechanical-Chemical Processes in Heterogeneous Porous Media. CoRR (2020)
Efthymios N. Karatzas, Francesco Ballarin, Gianluigi Rozza
Projection-based reduced order models for a cut finite element method in parametrized domains. Comput. Math. Appl. 79 (3) (2020)
Maria Strazzullo, Zakia Zainib, Francesco Ballarin, Gianluigi Rozza
Reduced order methods for parametrized non-linear and time dependent optimal flow control problems, towards applications in biomedical and environmental sciences. CoRR (2019)
Matteo Zancanaro, Francesco Ballarin, Simona Perotto, Gianluigi Rozza
Hierarchical Model Reduction Techniques for Flow Modeling in a Parametrized Setting. CoRR (2019)
Maria Strazzullo, Zakia Zainib, Francesco Ballarin, Gianluigi Rozza
Reduced Order Methods for Parametrized Non-linear and Time Dependent Optimal Flow Control Problems, Towards Applications in Biomedical and Environmental Sciences. ENUMATH (2019)
Maria Strazzullo, Francesco Ballarin, Gianluigi Rozza
POD-Galerkin Model Order Reduction for Parametrized Time Dependent Linear Quadratic Optimal Control Problems in Saddle Point Formulation. CoRR (2019)
Zakia Zainib, Francesco Ballarin, Stephen Fremes, Piero Triverio, Laura Jiménez-Juan, Gianluigi Rozza
Reduced order methods for parametric optimal flow control in coronary bypass grafts, towards patient-specific data assimilation. CoRR (2019)
Giovanni Stabile, Francesco Ballarin, Giacomo Zuccarino, Gianluigi Rozza
A reduced order variational multiscale approach for turbulent flows. Adv. Comput. Math. 45 (5) (2019)
Luca Venturi, Francesco Ballarin, Gianluigi Rozza
A Weighted POD Method for Elliptic PDEs with Random Inputs. J. Sci. Comput. 81 (1) (2019)
Monica Nonino, Francesco Ballarin, Gianluigi Rozza, Yvon Maday
Overcoming slowly decaying Kolmogorov n-width by transport maps: application to model order reduction of fluid dynamics and fluid-structure interaction problems. CoRR (2019)
Gianluigi Rozza, Martin W. Hess, Giovanni Stabile, Marco Tezzele, Francesco Ballarin
Basic Ideas and Tools for Projection-Based Model Reduction of Parametric Partial Differential Equations. CoRR (2019)
Maria Strazzullo, Francesco Ballarin, Renzo Mosetti, Gianluigi Rozza
Model Reduction for Parametrized Optimal Control Problems in Environmental Marine Sciences and Engineering. SIAM J. Sci. Comput. 40 (4) (2018)
Davide Torlo, Francesco Ballarin, Gianluigi Rozza
Stabilized Weighted Reduced Basis Methods for Parametrized Advection Dominated Problems with Random Inputs. SIAM/ASA J. Uncertain. Quantification 6 (4) (2018)
Tomás Chacón Rebollo, Enrique Delgado Ávila, Macarena Gómez Mármol, Francesco Ballarin, Gianluigi Rozza
On a Certified Smagorinsky Reduced Basis Turbulence Model. SIAM J. Numer. Anal. 55 (6) (2017)
Filippo Salmoiraghi, Francesco Ballarin, Luca Heltai, Gianluigi Rozza
Isogeometric analysis-based reduced order modelling for incompressible linear viscous flows in parametrized shapes. Adv. Model. Simul. Eng. Sci. 3 (1) (2016)
Francesco Ballarin, Elena Faggiano, Sonia Ippolito, Andrea Manzoni, Alfio Quarteroni, Gianluigi Rozza, Roberto Scrofani
Fast simulations of patient-specific haemodynamics of coronary artery bypass grafts based on a POD-Galerkin method and a vascular shape parametrization. J. Comput. Phys. 315 (2016)
Francesco Ballarin, Andrea Manzoni, Gianluigi Rozza, Sandro Salsa
Shape Optimization by Free-Form Deformation: Existence Results and Numerical Solution for Stokes Flows. J. Sci. Comput. 60 (3) (2014)