A cardiac electromechanics model coupled with a lumped parameters model for closed-loop blood circulation. Part I: model derivation. - Francesco Regazzoni 002; Matteo Salvador; Pasquale Claudio Africa; Marco Fedele; Luca Dedè; Alfio Quarteroni (CoRR, 2020)

A cardiac electromechanics model coupled with a lumped parameters model for closed-loop blood circulation. Part II: numerical approximation. - Francesco Regazzoni 002; Matteo Salvador; Pasquale Claudio Africa; Marco Fedele; Luca Dedè; Alfio Quarteroni (CoRR, 2020)

Electromechanical modeling of human ventricles with ischemic cardiomyopathy: numerical simulations in sinus rhythm and under arrhythmia. - Matteo Salvador; Marco Fedele; Pasquale Claudio Africa; Eric Sung; Luca Dedè; Adityo Prakosa; Jonathan Chrispin; Natalia A. Trayanova; Alfio Quarteroni (Comput. Biol. Medicine, 2021)

Non intrusive reduced order modeling of parametrized PDEs by kernel POD and neural networks. - Matteo Salvador; Luca Dedè; Andrea Manzoni (Comput. Math. Appl., 2021)

3D-0D closed-loop model for the simulation of cardiac biventricular electromechanics. - Roberto Piersanti; Francesco Regazzoni 002; Matteo Salvador; Antonio F. Corno; Luca Dedè; Christian Vergara; Alfio Quarteroni (CoRR, 2021)

A machine learning method for real-time numerical simulations of cardiac electromechanics. - Francesco Regazzoni 002; Matteo Salvador; Luca Dedè; Alfio Quarteroni (CoRR, 2021)

The role of mechano-electric feedbacks and hemodynamic coupling in scar-related ventricular tachycardia. - Matteo Salvador; Francesco Regazzoni 002; Stefano Pagani; Luca Dedè; Natalia A. Trayanova; Alfio Quarteroni (Comput. Biol. Medicine, 2022)

A comprehensive and biophysically detailed computational model of the whole human heart electromechanics. - Marco Fedele; Roberto Piersanti; Francesco Regazzoni 002; Matteo Salvador; Pasquale Claudio Africa; Michele Bucelli; Alberto Zingaro; Luca Dedè; Alfio Quarteroni (CoRR, 2022)

A cardiac electromechanical model coupled with a lumped-parameter model for closed-loop blood circulation. - Francesco Regazzoni 002; Matteo Salvador; Pasquale Claudio Africa; Marco Fedele; Luca Dedè; Alfio Quarteroni (J. Comput. Phys., 2022)

Latent Dynamics Networks (LDNets): learning the intrinsic dynamics of spatio-temporal processes. - Francesco Regazzoni 002; Stefano Pagani; Matteo Salvador; Luca Dede'; Alfio Quarteroni (CoRR, 2023)

Real-time whole-heart electromechanical simulations using Latent Neural Ordinary Differential Equations. - Matteo Salvador; Marina Strocchi; Francesco Regazzoni 002; Luca Dede'; Steven A. Niederer; Alfio Quarteroni (CoRR, 2023)

Branched Latent Neural Operators. - Matteo Salvador; Alison Lesley Marsden (CoRR, 2023)

A Modular Framework for Implicit 3D-0D Coupling in Cardiac Mechanics. - Aaron L. Brown; Matteo Salvador; Lei Shi; Martin R. Pfaller; Zinan Hu; Kaitlin E. Harold; Tzung K. Hsiai; Vijay Vedula; Alison L. Marsden (CoRR, 2023)

Fast and robust parameter estimation with uncertainty quantification for the cardiac function. - Matteo Salvador; Francesco Regazzoni 002; Luca Dede'; Alfio Quarteroni (Comput. Methods Programs Biomed., 2023)

A matrix-free high-order solver for the numerical solution of cardiac electrophysiology. - Pasquale Claudio Africa; Matteo Salvador; Paola Gervasio; Luca Dedè; Alfio Quarteroni (J. Comput. Phys., 2023)

lifex-ep: a robust and efficient software for cardiac electrophysiology simulations. - Pasquale Claudio Africa; Roberto Piersanti; Francesco Regazzoni 002; Michele Bucelli; Matteo Salvador; Marco Fedele; Stefano Pagani; Luca Dede'; Alfio Quarteroni (BMC Bioinform., 2023)

A Novel LSTM and Graph Neural Networks Approach for Cardiovascular Simulations. - Angelica Iacovelli; Luca Pegolotti; Matteo Salvador; Edoardo Stoppa; Marco D. Santambrogio; Alison L. Marsden (BHI, 2024)

An integrated heart-torso electromechanical model for the simulation of electrophysiogical outputs accounting for myocardial deformation. - Elena Zappon; Matteo Salvador; Roberto Piersanti; Francesco Regazzoni 002; Luca Dede'; Alfio Quarteroni (CoRR, 2024)

Two new calibration techniques of lumped-parameter mathematical models for the cardiovascular system. - Andrea Tonini; Francesco Regazzoni 002; Matteo Salvador; Luca Dede'; Roberto Scrofani; Laura Fusini; Chiara Cogliati; Gianluca Pontone; Christian Vergara; Alfio Quarteroni (CoRR, 2024)

NeurAM: nonlinear dimensionality reduction for uncertainty quantification through neural active manifolds. - Andrea Zanoni; Gianluca Geraci; Matteo Salvador; Alison L. Marsden; Daniele E. Schiavazzi (CoRR, 2024)

Liquid Fourier Latent Dynamics Networks for fast GPU-based numerical simulations in computational cardiology. - Matteo Salvador; Alison L. Marsden (CoRR, 2024)

Whole-heart electromechanical simulations using Latent Neural Ordinary Differential Equations. - Matteo Salvador; Marina Strocchi; Francesco Regazzoni 002; Christoph M. Augustin; Luca Dede'; Steven A. Niederer; Alfio Quarteroni (npj Digit. Medicine, 2024)

Full-field surrogate modeling of cardiac function encoding geometric variability. - Elena Martinez; Beatrice Moscoloni; Matteo Salvador; Fanwei Kong; Mathias Peirlinck; Alison Lesley Marsden (CoRR, 2025)