Francesco Regazzoni

49 papers Journal 47Unranked 2

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Elimination-compensation pruning for fully-connected neural networks. CoRR Enrico Ballini, Luca Muscarnera, Alessio Fumagalli, Anna Scotti, Francesco Regazzoni
2026	J	`jnl`	Learning geometry-dependent lead-field operators for forward ECG modeling. CoRR Arsenii Dokuchaev, Francesca Bonizzoni, Stefano Pagani, Francesco Regazzoni, Simone Pezzuto
2026	J	`jnl`	Shape-informed cardiac mechanics surrogates in data-scarce regimes via geometric encoding and generative augmentation. CoRR Davide Carrara, Marc Hirschvogel, Francesca Bonizzoni, Stefano Pagani, Simone Pezzuto, Francesco Regazzoni
2026	J	`jnl`	The internal law of a material can be discovered from its boundary. CoRR Francesco Regazzoni
2025	J	`jnl`	Cardiocirculatory Computational Models for the Study of Hypertension. CoRR Simone Celora, Andrea Tonini, Francesco Regazzoni, Luca Dede', Gianfranco Parati, Alfio Quarteroni
2025	J	`jnl`	Combining physics-based and data-driven models: advancing the frontiers of research with Scientific Machine Learning. CoRR Alfio Quarteroni, Paola Gervasio, Francesco Regazzoni
2025	J	`jnl`	Deformable registration and generative modelling of aortic anatomies by auto-decoders and neural ODEs. CoRR Riccardo Tenderini, Luca Pegolotti, Fanwei Kong, Stefano Pagani, Francesco Regazzoni, Alison L. Marsden, Simone Deparis
2025	J	`jnl`	Emergence of Structure in Ensembles of Random Neural Networks. CoRR Luca Muscarnera, Luigi Loreti, Giovanni Todeschini, Alessio Fumagalli, Francesco Regazzoni
2025	J	`jnl`	Improvements on uncertainty quantification with variational autoencoders. CoRR Andrea Tonini, Tan Bui-Thanh, Francesco Regazzoni, Luca Dede', Alfio Quarteroni
2025	J	`jnl`	Influence of cellular mechano-calcium feedback in numerical models of cardiac electromechanics. CoRR Irena Radisic, Francesco Regazzoni, Michele Bucelli, Stefano Pagani, Luca Dede', Alfio Quarteroni
2025	J	`jnl`	Physics-informed neural network estimation of active material properties in time-dependent cardiac biomechanical models. CoRR Matthias Höfler, Francesco Regazzoni, Stefano Pagani, Elias Karabelas, Christoph M. Augustin, Gundolf Haase, Gernot Plank, Federica Caforio
2025	J	`jnl`	Shape-informed surrogate models based on signed distance function domain encoding. J. Comput. Phys. Linying Zhang, Stefano Pagani, Jun Zhang, Francesco Regazzoni
2025	J	`jnl`	Stabilization of loosely coupled schemes for 0D-3D fluid-structure interaction problems with application to cardiovascular modelling. Numerische Mathematik Francesco Regazzoni
2024	J	`jnl`	A model learning framework for inferring the dynamics of transmission rate depending on exogenous variables for epidemic forecasts. CoRR Giovanni Ziarelli, Stefano Pagani, Nicola Parolini, Francesco Regazzoni, Marco Verani
2024	J	`jnl`	An electromechanics-driven fluid dynamics model for the simulation of the whole human heart. J. Comput. Phys. Alberto Zingaro, Michele Bucelli, Roberto Piersanti, Francesco Regazzoni, Luca Dede', Alfio Quarteroni
2024	J	`jnl`	An integrated heart-torso electromechanical model for the simulation of electrophysiogical outputs accounting for myocardial deformation. CoRR Elena Zappon, Matteo Salvador, Roberto Piersanti, Francesco Regazzoni, Luca Dede', Alfio Quarteroni
2024	J	`jnl`	Elucidating the cellular determinants of the end-systolic pressure-volume relationship of the heart via computational modelling. CoRR Francesco Regazzoni, Corrado Poggesi, Cecilia Ferrantini
2024	J	`jnl`	Robust Radial Basis Function Interpolation Based on Geodesic Distance for the Numerical Coupling of Multiphysics Problems. SIAM J. Sci. Comput. Michele Bucelli, Francesco Regazzoni, Luca Dede', Alfio Quarteroni
2024	J	`jnl`	Robust radial basis function interpolation based on geodesic distance for the numerical coupling of multiphysics problems. CoRR Michele Bucelli, Francesco Regazzoni, Luca Dede', Alfio Quarteroni
2024	J	`jnl`	Shape-informed surrogate models based on signed distance function domain encoding. CoRR Linying Zhang, Stefano Pagani, Jun Zhang, Francesco Regazzoni
2024	J	`jnl`	Two new calibration techniques of lumped-parameter mathematical models for the cardiovascular system. CoRR Andrea Tonini, Francesco Regazzoni, Matteo Salvador, Luca Dede', Roberto Scrofani, Laura Fusini, Chiara Cogliati, Gianluca Pontone, Christian Vergara, Alfio Quarteroni
2024	J	`jnl`	Whole-heart electromechanical simulations using Latent Neural Ordinary Differential Equations. npj Digit. Medicine Matteo Salvador, Marina Strocchi, Francesco Regazzoni, Christoph M. Augustin, Luca Dede', Steven A. Niederer, Alfio Quarteroni
2023	J	`jnl`	A comprehensive mathematical model for cardiac perfusion. CoRR Alberto Zingaro, Christian Vergara, Luca Dede', Francesco Regazzoni, Alfio Quarteroni
2023	J	`jnl`	A mathematical model to assess the effects of COVID-19 on the cardiocirculatory system. CoRR Andrea Tonini, Christian Vergara, Francesco Regazzoni, Luca Dede', Roberto Scrofani, Chiara Cogliati, Alfio Quarteroni
2023	J	`jnl`	An electromechanics-driven fluid dynamics model for the simulation of the whole human heart. CoRR Alberto Zingaro, Michele Bucelli, Roberto Piersanti, Francesco Regazzoni, Luca Dede', Alfio Quarteroni
2023	J	`jnl`	Fast and robust parameter estimation with uncertainty quantification for the cardiac function. Comput. Methods Programs Biomed. Matteo Salvador, Francesco Regazzoni, Luca Dede', Alfio Quarteroni
2023	J	`jnl`	Latent Dynamics Networks (LDNets): learning the intrinsic dynamics of spatio-temporal processes. CoRR Francesco Regazzoni, Stefano Pagani, Matteo Salvador, Luca Dede', Alfio Quarteroni
2023	J	`jnl`	Physics-informed Neural Network Estimation of Material Properties in Soft Tissue Nonlinear Biomechanical Models. CoRR Federica Caforio, Francesco Regazzoni, Stefano Pagani, Elias Karabelas, Christoph M. Augustin, Gundolf Haase, Gernot Plank, Alfio Quarteroni
2023	J	`jnl`	Preserving the positivity of the deformation gradient determinant in intergrid interpolation by combining RBFs and SVD: application to cardiac electromechanics. CoRR Michele Bucelli, Francesco Regazzoni, Luca Dedè, Alfio Quarteroni
2023	J	`jnl`	Real-time whole-heart electromechanical simulations using Latent Neural Ordinary Differential Equations. CoRR Matteo Salvador, Marina Strocchi, Francesco Regazzoni, Luca Dede', Steven A. Niederer, Alfio Quarteroni
2023	J	`jnl`	Reconstructing relaxed configurations in elastic bodies: Mathematical formulation and numerical methods for cardiac modeling. CoRR Nicolás A. Barnafi, Francesco Regazzoni, Davide Riccobelli
2023	J	`jnl`	lifex-ep: a robust and efficient software for cardiac electrophysiology simulations. BMC Bioinform. Pasquale Claudio Africa, Roberto Piersanti, Francesco Regazzoni, Michele Bucelli, Matteo Salvador, Marco Fedele, Stefano Pagani, Luca Dede', Alfio Quarteroni
2023	J	`jnl`	lifex-ep: a robust and efficient software for cardiac electrophysiology simulations. CoRR Pasquale Claudio Africa, Roberto Piersanti, Francesco Regazzoni, Michele Bucelli, Matteo Salvador, Marco Fedele, Stefano Pagani, Luca Dede', Alfio Quarteroni
2022	—	`conf`	A Novel Human Atrial Electromechanical Cardiomyocyte Model with Mechano-Calcium Feedback Effect. CinC Fazeelat Mazhar, Francesco Regazzoni, Chiara Bartolucci, Cristiana Corsi, Luca Dedè, Alfio Quarteroni, Stefano Severi
2022	J	`jnl`	A cardiac electromechanical model coupled with a lumped-parameter model for closed-loop blood circulation. J. Comput. Phys. Francesco Regazzoni, Matteo Salvador, Pasquale Claudio Africa, Marco Fedele, Luca Dedè, Alfio Quarteroni
2022	J	`jnl`	A comprehensive and biophysically detailed computational model of the whole human heart electromechanics. CoRR Marco Fedele, Roberto Piersanti, Francesco Regazzoni, Matteo Salvador, Pasquale Claudio Africa, Michele Bucelli, Alberto Zingaro, Luca Dedè, Alfio Quarteroni
2022	J	`jnl`	Fast and robust parameter estimation with uncertainty quantification for the cardiac function. CoRR Matteo Salvador, Francesco Regazzoni, Luca Dede', Alfio Quarteroni
2022	J	`jnl`	The role of mechano-electric feedbacks and hemodynamic coupling in scar-related ventricular tachycardia. Comput. Biol. Medicine Matteo Salvador, Francesco Regazzoni, Stefano Pagani, Luca Dedè, Natalia A. Trayanova, Alfio Quarteroni
2022	J	`jnl`	Universal Solution Manifold Networks (USM-Nets): non-intrusive mesh-free surrogate models for problems in variable domains. CoRR Francesco Regazzoni, Stefano Pagani, Alfio Quarteroni
2021	J	`jnl`	3D-0D closed-loop model for the simulation of cardiac biventricular electromechanics. CoRR Roberto Piersanti, Francesco Regazzoni, Matteo Salvador, Antonio F. Corno, Luca Dedè, Christian Vergara, Alfio Quarteroni
2021	J	`jnl`	A machine learning method for real-time numerical simulations of cardiac electromechanics. CoRR Francesco Regazzoni, Matteo Salvador, Luca Dedè, Alfio Quarteroni
2021	J	`jnl`	Accelerating the convergence to a limit cycle in 3D cardiac electromechanical simulations through a data-driven 0D emulator. Comput. Biol. Medicine Francesco Regazzoni, Alfio Quarteroni
2021	—	`conf`	Electro-Mechanical Coupling in Human Atrial Cardiomyocytes: Model Development and Analysis of Inotropic Interventions. CinC Fazeelat Mazhar, Francesco Regazzoni, Chiara Bartolucci, Cristiana Corsi, Luca Dedè, Alfio Quarteroni, Stefano Severi
2021	J	`jnl`	The role of mechano-electric feedbacks and hemodynamic coupling in scar-related ventricular tachycardia. CoRR Matteo Salvador, Francesco Regazzoni, Stefano Pagani, Luca Dedè, Natalia A. Trayanova, Alfio Quarteroni
2020	J	`jnl`	A cardiac electromechanics model coupled with a lumped parameters model for closed-loop blood circulation. Part I: model derivation. CoRR Francesco Regazzoni, Matteo Salvador, Pasquale Claudio Africa, Marco Fedele, Luca Dedè, Alfio Quarteroni
2020	J	`jnl`	A cardiac electromechanics model coupled with a lumped parameters model for closed-loop blood circulation. Part II: numerical approximation. CoRR Francesco Regazzoni, Matteo Salvador, Pasquale Claudio Africa, Marco Fedele, Luca Dedè, Alfio Quarteroni
2020	J	`jnl`	An oscillation-free fully partitioned scheme for the numerical modeling of cardiac active mechanics. CoRR Francesco Regazzoni, Alfio Quarteroni
2020	J	`jnl`	Biophysically detailed mathematical models of multiscale cardiac active mechanics. PLoS Comput. Biol. Francesco Regazzoni, Luca Dedè, Alfio Quarteroni
2019	J	`jnl`	Machine learning for fast and reliable solution of time-dependent differential equations. J. Comput. Phys. Francesco Regazzoni, Luca Dedè, Alfio Quarteroni