Francesco Regazzoni

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 32

Top Topics

Numerical Simulations

Mathematical Models

Ordinary Differential Equations

Top Venues

J. Comput. Phys.

Comput. Biol. Medicine

Publications

Michele Bucelli, Francesco Regazzoni, Luca Dede', Alfio Quarteroni
Robust radial basis function interpolation based on geodesic distance for the numerical coupling of multiphysics problems. CoRR (2024)
Alberto Zingaro, Michele Bucelli, Roberto Piersanti, Francesco Regazzoni, Luca Dede', Alfio Quarteroni
An electromechanics-driven fluid dynamics model for the simulation of the whole human heart. J. Comput. Phys. 504 (2024)
Elena Zappon, Matteo Salvador, Roberto Piersanti, Francesco Regazzoni, Luca Dede', Alfio Quarteroni
An integrated heart-torso electromechanical model for the simulation of electrophysiogical outputs accounting for myocardial deformation. CoRR (2024)
Andrea Tonini, Francesco Regazzoni, Matteo Salvador, Luca Dede', Roberto Scrofani, Laura Fusini, Chiara Cogliati, Gianluca Pontone, Christian Vergara, Alfio Quarteroni
Two new calibration techniques of lumped-parameter mathematical models for the cardiovascular system. CoRR (2024)
Matteo Salvador, Marina Strocchi, Francesco Regazzoni, Christoph M. Augustin, Luca Dede', Steven A. Niederer, Alfio Quarteroni
Whole-heart electromechanical simulations using Latent Neural Ordinary Differential Equations. npj Digit. Medicine 7 (1) (2024)
Alberto Zingaro, Michele Bucelli, Roberto Piersanti, Francesco Regazzoni, Luca Dede', Alfio Quarteroni
An electromechanics-driven fluid dynamics model for the simulation of the whole human heart. CoRR (2023)
Federica Caforio, Francesco Regazzoni, Stefano Pagani, Elias Karabelas, Christoph M. Augustin, Gundolf Haase, Gernot Plank, Alfio Quarteroni
Physics-informed Neural Network Estimation of Material Properties in Soft Tissue Nonlinear Biomechanical Models. CoRR (2023)
Francesco Regazzoni, Stefano Pagani, Matteo Salvador, Luca Dede', Alfio Quarteroni
Latent Dynamics Networks (LDNets): learning the intrinsic dynamics of spatio-temporal processes. CoRR (2023)
Pasquale Claudio Africa, Roberto Piersanti, Francesco Regazzoni, Michele Bucelli, Matteo Salvador, Marco Fedele, Stefano Pagani, Luca Dede', Alfio Quarteroni
lifex-ep: a robust and efficient software for cardiac electrophysiology simulations. CoRR (2023)
Michele Bucelli, Francesco Regazzoni, Luca Dedè, Alfio Quarteroni
Preserving the positivity of the deformation gradient determinant in intergrid interpolation by combining RBFs and SVD: application to cardiac electromechanics. CoRR (2023)
Matteo Salvador, Marina Strocchi, Francesco Regazzoni, Luca Dede', Steven A. Niederer, Alfio Quarteroni
Real-time whole-heart electromechanical simulations using Latent Neural Ordinary Differential Equations. CoRR (2023)
Matteo Salvador, Francesco Regazzoni, Luca Dede', Alfio Quarteroni
Fast and robust parameter estimation with uncertainty quantification for the cardiac function. Comput. Methods Programs Biomed. 231 (2023)
Andrea Tonini, Christian Vergara, Francesco Regazzoni, Luca Dede', Roberto Scrofani, Chiara Cogliati, Alfio Quarteroni
A mathematical model to assess the effects of COVID-19 on the cardiocirculatory system. CoRR (2023)
Pasquale Claudio Africa, Roberto Piersanti, Francesco Regazzoni, Michele Bucelli, Matteo Salvador, Marco Fedele, Stefano Pagani, Luca Dede', Alfio Quarteroni
lifex-ep: a robust and efficient software for cardiac electrophysiology simulations. BMC Bioinform. 24 (1) (2023)
Alberto Zingaro, Christian Vergara, Luca Dede', Francesco Regazzoni, Alfio Quarteroni
A comprehensive mathematical model for cardiac perfusion. CoRR (2023)
N. A. Barnafi, Francesco Regazzoni, Davide Riccobelli
Reconstructing relaxed configurations in elastic bodies: Mathematical formulation and numerical methods for cardiac modeling. CoRR (2023)
Fazeelat Mazhar, Francesco Regazzoni, Chiara Bartolucci, Cristiana Corsi, Luca Dedè, Alfio Quarteroni, Stefano Severi
A Novel Human Atrial Electromechanical Cardiomyocyte Model with Mechano-Calcium Feedback Effect. CinC (2022)
Marco Fedele, Roberto Piersanti, Francesco Regazzoni, Matteo Salvador, Pasquale Claudio Africa, Michele Bucelli, Alberto Zingaro, Luca Dedè, Alfio Quarteroni
A comprehensive and biophysically detailed computational model of the whole human heart electromechanics. CoRR (2022)
Matteo Salvador, Francesco Regazzoni, Luca Dede', Alfio Quarteroni
Fast and robust parameter estimation with uncertainty quantification for the cardiac function. CoRR (2022)
Matteo Salvador, Francesco Regazzoni, Stefano Pagani, Luca Dedè, Natalia A. Trayanova, Alfio Quarteroni
The role of mechano-electric feedbacks and hemodynamic coupling in scar-related ventricular tachycardia. Comput. Biol. Medicine 142 (2022)
Francesco Regazzoni, Matteo Salvador, Pasquale Claudio Africa, Marco Fedele, Luca Dedè, Alfio Quarteroni
A cardiac electromechanical model coupled with a lumped-parameter model for closed-loop blood circulation. J. Comput. Phys. 457 (2022)
Francesco Regazzoni, Stefano Pagani, Alfio Quarteroni
Universal Solution Manifold Networks (USM-Nets): non-intrusive mesh-free surrogate models for problems in variable domains. CoRR (2022)
Roberto Piersanti, Francesco Regazzoni, Matteo Salvador, Antonio F. Corno, Luca Dedè, Christian Vergara, Alfio Quarteroni
3D-0D closed-loop model for the simulation of cardiac biventricular electromechanics. CoRR (2021)
Francesco Regazzoni, Matteo Salvador, Luca Dedè, Alfio Quarteroni
A machine learning method for real-time numerical simulations of cardiac electromechanics. CoRR (2021)
Fazeelat Mazhar, Francesco Regazzoni, Chiara Bartolucci, Cristiana Corsi, Luca Dedè, Alfio Quarteroni, Stefano Severi
Electro-Mechanical Coupling in Human Atrial Cardiomyocytes: Model Development and Analysis of Inotropic Interventions. CinC (2021)
Matteo Salvador, Francesco Regazzoni, Stefano Pagani, Luca Dedè, Natalia A. Trayanova, Alfio Quarteroni
The role of mechano-electric feedbacks and hemodynamic coupling in scar-related ventricular tachycardia. CoRR (2021)
Francesco Regazzoni, Alfio Quarteroni
Accelerating the convergence to a limit cycle in 3D cardiac electromechanical simulations through a data-driven 0D emulator. Comput. Biol. Medicine 135 (2021)
Francesco Regazzoni, Luca Dedè, Alfio Quarteroni
Biophysically detailed mathematical models of multiscale cardiac active mechanics. PLoS Comput. Biol. 16 (10) (2020)
Francesco Regazzoni, Alfio Quarteroni
An oscillation-free fully partitioned scheme for the numerical modeling of cardiac active mechanics. CoRR (2020)
Francesco Regazzoni, Matteo Salvador, Pasquale Claudio Africa, Marco Fedele, Luca Dedè, Alfio Quarteroni
A cardiac electromechanics model coupled with a lumped parameters model for closed-loop blood circulation. Part I: model derivation. CoRR (2020)
Francesco Regazzoni, Matteo Salvador, Pasquale Claudio Africa, Marco Fedele, Luca Dedè, Alfio Quarteroni
A cardiac electromechanics model coupled with a lumped parameters model for closed-loop blood circulation. Part II: numerical approximation. CoRR (2020)
Francesco Regazzoni, Luca Dedè, Alfio Quarteroni
Machine learning for fast and reliable solution of time-dependent differential equations. J. Comput. Phys. 397 (2019)