Sfoglia per Autore
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
The role of computational methods in cardiovascular medicine: a narrative review
2024-01-01 Fumagalli, Ivan; Pagani, Stefano; Vergara, Christian; Dede', Luca; Adebo, Dilachew A; Del Greco, Maurizio; Frontera, Antonio; Luciani, Giovanni Battista; Pontone, Gianluca; Scrofani, Roberto; 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
Projection-based reduced order models for parameterized nonlinear time-dependent problems arising in cardiac mechanics
2023-01-01 Cicci, Ludovica; Fresca, Stefania; Pagani, Stefano; Manzoni, Andrea; Quarteroni, Alfio
Physics-informed Neural Networks for parameter estimation in cardiac mechanics
2022-01-01 Pagani, Stefano; Regazzoni, Francesco; Salvador, Matteo; Fraulin, Daniel; Zacchei, Filippo; Quarteroni, Alfio
Electromechanical modeling of cardiac arrhythmias
2022-01-01 Salvador, Matteo; Regazzoni, Francesco; 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.
Statistical closure modeling for reduced-order models of stationary systems by the ROMES method
2022-01-01 Pagani, S.; Manzoni, A.; Carlberg, K. T.
The role of mechano-electric feedbacks and hemodynamic coupling in scar-related ventricular tachycardia
2022-01-01 Salvador, M.; Regazzoni, F.; Pagani, S.; Dede', L.; Trayanova, N.; Quarteroni, A.
Universal Solution Manifold Networks (USM-Nets): Non-Intrusive Mesh-Free Surrogate Models for Problems in Variable Domains
2022-01-01 Regazzoni, F.; Pagani, S.; Quarteroni, A.
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.
Slow Conduction Corridors and Pivot Sites Characterize the Electrical Remodeling in Atrial Fibrillation
2022-01-01 Frontera, A.; Pagani, S.; Limite, L. R.; Peirone, A.; Fioravanti, F.; Enache, B.; Cuellar Silva, J.; Vlachos, K.; Meyer, C.; Montesano, G.; Manzoni, A.; Dede', L.; Quarteroni, A.; Latcu, D. G.; Rossi, P.; Della Bella, P.
PDE-Aware Deep Learning for Inverse Problems in Cardiac Electrophysiology
2022-01-01 Tenderini, Riccardo; Pagani, Stefano; Quarteroni, ALFIO MARIA; Deparis, Simone
Data integration for the numerical simulation of cardiac electrophysiology
2021-01-01 Pagani, S.; Dede', L.; Manzoni, A.; 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
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.
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.
Enabling forward uncertainty quantification and sensitivity analysis in cardiac electrophysiology by reduced order modeling and machine learning
2021-01-01 Pagani, S.; Manzoni, A.
8 Reduced-order modeling for applications to the cardiovascular system
2020-01-01 Dal Santo, Niccolò; Manzoni, Andrea; Pagani, Stefano; Quarteroni, ALFIO MARIA
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.
A certified RB method for PDE-constrained parametric optimization problems
2019-01-01 Manzoni, A.; Pagani, S.
Numerical approximation of parametrized problems in cardiac electrophysiology by a local reduced basis method
2018-01-01 Pagani, Stefano; Manzoni, Andrea; Quarteroni, Alfio
Efficient State/Parameter Estimation in Nonlinear Unsteady PDEs by a Reduced Basis Ensemble Kalman Filter
2017-01-01 Pagani, Stefano; Manzoni, Andrea; 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.
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