PAGANI, STEFANO
8 Reduced-order modeling for applications to the cardiovascular system
2020-01-01 Dal Santo, Niccolò; Manzoni, Andrea; Pagani, Stefano; Quarteroni, Alfio
A certified RB method for PDE-constrained parametric optimization problems
2019-01-01 Manzoni, A.; Pagani, S.
A Computational Study of the Electrophysiological Substrate in Patients Suffering From Atrial Fibrillation
2021-01-01 Pagani, S.; Dede', L.; Frontera, A.; Salvador, M.; Limite, L. R.; Manzoni, A.; Lipartiti, F.; Tsitsinakis, G.; Hadjis, A.; Della Bella, P.; 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
Accurate solution of Bayesian inverse uncertainty quantification problems combining reduced basis methods and reduction error models
2016-01-01 Manzoni, A.; Pagani, S.; Lassila, T.
Advanced multiphysics and multiscale cardiac models: bridging numerical simulations with digital twins for human heart simulation
2024-01-01 Dede', L.; Bucelli, M.; Pagani, S.; Piersanti, R.; Regazzoni, F.; Tonini, A.; Quarteroni, A.
All-in-one electrical atrial substrate indicators with deep anomaly detection
2024-01-01 Bindini, Luca; Pagani, Stefano; Bernardini, Andrea; Grossi, Benedetta; Giomi, Andrea; Frontera, Antonio; Frasconi, Paolo
Characterization of cardiac electrogram signals in atrial arrhythmias
2021-01-01 Frontera, A.; Limite, L. R.; Pagani, S.; Hadjis, A.; Cireddu, M.; Sala, S.; Tsitsinakis, G.; Paglino, G.; Peretto, G.; Lipartiti, F.; Bisceglia, C.; Radinovic, A.; D'Angelo, G.; Marzi, A.; Baratto, F.; Vergara, P.; Dede', L.; Gulletta, S.; Manzoni, A.; Mazzone, P.; Quarteroni, A.; della Bella, P.
Data integration for the numerical simulation of cardiac electrophysiology
2021-01-01 Pagani, S.; Dede', L.; Manzoni, A.; Quarteroni, A.
Efficient State/Parameter Estimation in Nonlinear Unsteady PDEs by a Reduced Basis Ensemble Kalman Filter
2017-01-01 Pagani, Stefano; Manzoni, Andrea; Quarteroni, Alfio
Electrogram fractionation during sinus rhythm occurs in normal voltage atrial tissue in patients with atrial fibrillation
2022-01-01 Frontera, A.; Limite, L. R.; Pagani, S.; Cireddu, M.; Vlachos, K.; Martin, C.; Takigawa, M.; Kitamura, T.; Bourier, F.; Cheniti, G.; Pambrun, T.; Sacher, F.; Derval, N.; Hocini, M.; Quarteroni, A.; Della Bella, P.; Haissaguerre, M.; Jais, P.
Electromechanical modeling of cardiac arrhythmias
2022-01-01 Salvador, Matteo; Regazzoni, Francesco; Pagani, Stefano; Dede', Luca; Quarteroni, Alfio
Enabling forward uncertainty quantification and sensitivity analysis in cardiac electrophysiology by reduced order modeling and machine learning
2021-01-01 Pagani, S.; Manzoni, A.
Learning the intrinsic dynamics of spatio-temporal processes through Latent Dynamics Networks
2024-01-01 Regazzoni, Francesco; Pagani, Stefano; Salvador, Matteo; Dede’, Luca; Quarteroni, Alfio
lifex-ep: a robust and efficient software for cardiac electrophysiology simulations
2023-01-01 Africa, Pasquale Claudio; Piersanti, Roberto; Regazzoni, Francesco; Bucelli, Michele; Salvador, Matteo; Fedele, Marco; Pagani, Stefano; Dede', Luca; Quarteroni, Alfio
Non-intrusive and mesh-free neural network models of parametrized differential equations with variable geometry
2022-01-01 Pagani, S.; Regazzoni, F.; Dede', L.; Quarteroni, A.
Numerical approximation of parametrized problems in cardiac electrophysiology by a local reduced basis method
2018-01-01 Pagani, Stefano; Manzoni, Andrea; Quarteroni, Alfio
Outer loop and isthmus in ventricular tachycardia circuits: Characteristics and implications
2020-01-01 Frontera, A.; Pagani, S.; Limite, L. R.; Hadjis, A.; Manzoni, A.; Dede', Luca.; Quarteroni, A.; Della Bella, P.
PDE-Aware Deep Learning for Inverse Problems in Cardiac Electrophysiology
2022-01-01 Tenderini, Riccardo; Pagani, Stefano; Quarteroni, Alfio; Deparis, Simone
Physics-informed neural network estimation of material properties in soft tissue nonlinear biomechanical models
2024-01-01 Caforio, Federica; Regazzoni, Francesco; Pagani, Stefano; Karabelas, Elias; Augustin, Christoph; Haase, Gundolf; Plank, Gernot; Quarteroni, Alfio