Matteo Salvador

31 papers Journal 30Unranked 1

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Liquid Fourier Latent Dynamics Networks for fast GPU-based numerical simulations in computational cardiology. Comput. Biol. Medicine Matteo Salvador, Alison Lesley Marsden
2025	J	`jnl`	Full-field surrogate modeling of cardiac function encoding geometric variability. CoRR Elena Martinez, Beatrice Moscoloni, Matteo Salvador, Fanwei Kong, Mathias Peirlinck, Alison Lesley Marsden
2025	J	`jnl`	Neural Active Manifolds: Nonlinear Dimensionality Reduction for Uncertainty Quantification. J. Sci. Comput. Andrea Zanoni, Gianluca Geraci, Matteo Salvador, Alison L. Marsden, Daniele E. Schiavazzi
2024	—	`conf`	A Novel LSTM and Graph Neural Networks Approach for Cardiovascular Simulations. BHI Angelica Iacovelli, Luca Pegolotti, Matteo Salvador, Edoardo Stoppa, Marco D. Santambrogio, Alison L. Marsden
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`	Liquid Fourier Latent Dynamics Networks for fast GPU-based numerical simulations in computational cardiology. CoRR Matteo Salvador, Alison L. Marsden
2024	J	`jnl`	NeurAM: nonlinear dimensionality reduction for uncertainty quantification through neural active manifolds. CoRR Andrea Zanoni, Gianluca Geraci, Matteo Salvador, Alison L. Marsden, Daniele E. Schiavazzi
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 Modular Framework for Implicit 3D-0D Coupling in Cardiac Mechanics. CoRR Aaron L. Brown, Matteo Salvador, Lei Shi, Martin R. Pfaller, Zinan Hu, Kaitlin E. Harold, Tzung K. Hsiai, Vijay Vedula, Alison L. Marsden
2023	J	`jnl`	A matrix-free high-order solver for the numerical solution of cardiac electrophysiology. J. Comput. Phys. Pasquale Claudio Africa, Matteo Salvador, Paola Gervasio, Luca Dedè, Alfio Quarteroni
2023	J	`jnl`	Branched Latent Neural Operators. CoRR Matteo Salvador, Alison Lesley Marsden
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`	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`	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	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`	A matrix-free high-order solver for the numerical solution of cardiac electrophysiology. CoRR Pasquale Claudio Africa, Matteo Salvador, Paola Gervasio, 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
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`	Electromechanical modeling of human ventricles with ischemic cardiomyopathy: numerical simulations in sinus rhythm and under arrhythmia. Comput. Biol. Medicine Matteo Salvador, Marco Fedele, Pasquale Claudio Africa, Eric Sung, Luca Dedè, Adityo Prakosa, Jonathan Chrispin, Natalia A. Trayanova, Alfio Quarteroni
2021	J	`jnl`	Electromechanical modeling of human ventricles with ischemic cardiomyopathy: numerical simulations in sinus rhythm and under arrhythmia. CoRR Matteo Salvador, Marco Fedele, Pasquale Claudio Africa, Eric Sung, Luca Dedè, Adityo Prakosa, Jonathan Chrispin, Natalia A. Trayanova, Alfio Quarteroni
2021	J	`jnl`	Non intrusive reduced order modeling of parametrized PDEs by kernel POD and neural networks. Comput. Math. Appl. Matteo Salvador, Luca Dedè, Andrea Manzoni
2021	J	`jnl`	Non intrusive reduced order modeling of parametrized PDEs by kernel POD and neural networks. CoRR Matteo Salvador, Luca Dedè, Andrea Manzoni
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