REGAZZONI, FRANCESCO
3D–0D closed-loop model for the simulation of cardiac biventricular electromechanics
2022-01-01 Piersanti, Roberto; Regazzoni, Francesco; Salvador, Matteo; Corno, Antonio F.; Dede', Luca; Vergara, Christian; Quarteroni, ALFIO MARIA
A cardiac electromechanical model coupled with a lumped-parameter model for closed-loop blood circulation
2022-01-01 Regazzoni, F.; Salvador, M.; Africa, P. C.; Fedele, M.; Dede', L.; Quarteroni, A.
A comprehensive and biophysically detailed computational model of the whole human heart electromechanics
2023-01-01 Fedele, Marco; Piersanti, Roberto; Regazzoni, Francesco; Salvador, Matteo; Africa, Pasquale Claudio; Bucelli, Michele; Zingaro, Alberto; Dede’, Luca; Quarteroni, Alfio
A fast cardiac electromechanics model coupling the Eikonal and the nonlinear mechanics equations
2022-01-01 Stella, S; Regazzoni, F; Vergara, C; Dede', L; Quarteroni, A
A machine learning method for real-time numerical simulations of cardiac electromechanics
2022-01-01 Regazzoni, F.; Salvador, M.; Dede’, Luca; Quarteroni, A.
A physics-informed multi-fidelity approach for the estimation of differential equations parameters in low-data or large-noise regimes
2021-01-01 Regazzoni, Francesco; Pagani, Stefano; Cosenza, Alessandro; Lombardi, Alessandro; Quarteroni, ALFIO MARIA
Accelerating the convergence to a limit cycle in 3D cardiac electromechanical simulations through a data-driven 0D emulator
2021-01-01 Regazzoni, F.; Quarteroni, A.
Active contraction of cardiac cells: a reduced model for sarcomere dynamics with cooperative interactions
2018-01-01 Regazzoni, F.; Dede', L.; Quarteroni, A.
Active Force Generation in Cardiac Muscle Cells: Mathematical Modeling and Numerical Simulation of the Actin-Myosin Interaction
2021-01-01 Regazzoni, F.; Dede', L.; Quarteroni, A.
An oscillation-free fully staggered algorithm for velocity-dependent active models of cardiac mechanics
2021-01-01 Regazzoni, F.; Quarteroni, A.
Biophysically detailed mathematical models of multiscale cardiac active mechanics
2020-01-01 Regazzoni, F.; Dede', L.; Quarteroni, A.
Combining data assimilation and machine learning to build data-driven models for unknown long time dynamics—Applications in cardiovascular modeling
2021-01-01 Regazzoni, F.; Chapelle, D.; Moireau, P.
COMPUTER-IMPLEMENTED METHOD FOR THE GENERATION OF A MATHEMATICAL MODEL WITH REDUCED COMPUTATIONAL COMPLEXITY
2021-01-01 Dede', L.; Quarteroni, A.; Regazzoni, F.
Electro-Mechanical Coupling in Human Atrial Cardiomyocytes: Model Development and Analysis of Inotropic Interventions
2021-01-01 Mazhar, Fazeelat; Regazzoni, Francesco; Bartolucci, Chiara; Corsi, Cristiana; Dede, Luca; Quarteroni, Alfio; Severi, Stefano
Fast and robust parameter estimation with uncertainty quantification for the cardiac function
2023-01-01 Salvador, Matteo; Regazzoni, Francesco; Dede’, Luca; Quarteroni, Alfio
Finite Element Approximation of a Time-Dependent Topology Optimization Problem
2016-01-01 Bruggi, Matteo; Parolini, Nicola; Regazzoni, Francesco; Verani, Marco
Machine learning for fast and reliable solution of time-dependent differential equations
2019-01-01 Regazzoni, F.; Dedè, L.; Quarteroni, A.
Machine learning of multiscale active force generation models for the efficient simulation of cardiac electromechanics
2020-01-01 Regazzoni, F.; Dede, L.; Quarteroni, A.
Mathematical and numerical models for the cardiac electromechanical function
2021-01-01 Dede', Luca; Quarteroni, ALFIO MARIA; Regazzoni, Francesco
Metodo basato su reti neurali per costruire modelli surrogati di tipo differenziale e tempo-dipendenti, utilizzando in modo combinato dati e conoscenza a priori delle proprietà del fenomeno
2020-01-01 Quarteroni, A.; Dede', L.; Regazzoni, F.