Stefano Pagani

27 papers Journal 27

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	A high-order discontinuous Galerkin method for the numerical modeling of epileptic seizures. Comput. Math. Appl. Caterina Beatrice Leimer Saglio, Stefano Pagani, Mattia Corti, Paola F. Antonietti
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
2025	J	`jnl`	A massively parallel non-overlapping Schwarz preconditioner for PolyDG methods in brain electrophysiology. CoRR Caterina Beatrice Leimer Saglio, Stefano Pagani, Paola F. Antonietti
2025	J	`jnl`	A novel mathematical and computational framework of amyloid-beta triggered seizure dynamics in Alzheimer's disease. CoRR Caterina Beatrice Leimer Saglio, Mattia Corti, Stefano Pagani, Paola F. Antonietti
2025	J	`jnl`	A p-adaptive polytopal discontinuous Galerkin method for high-order approximation of brain electrophysiology. CoRR Caterina Beatrice Leimer Saglio, Stefano Pagani, Paola F. Antonietti
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`	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`	Influence of patient-specific acute myocardial ischemia maps on arrhythmogenesis: A computational study. Comput. Biol. Medicine Alessandra Corda, Stefano Pagani, Christian Vergara
2025	J	`jnl`	Mathematical and numerical modeling of coupled oxygen dynamics and neuronal electrophysiology. CoRR Francesco Daniele, Caterina Beatrice Leimer Saglio, Stefano Pagani, Paola F. Antonietti
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
2024	J	`jnl`	A high-order discontinuous Galerkin method for the numerical modeling of epileptic seizures. CoRR Caterina Beatrice Leimer Saglio, Stefano Pagani, Mattia Corti, Paola F. Antonietti
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`	All-in-one electrical atrial substrate indicators with deep anomaly detection. Biomed. Signal Process. Control. Luca Bindini, Stefano Pagani, Andrea Bernardini, Benedetta Grossi, Andrea Giomi, Antonio Frontera, Paolo Frasconi
2024	J	`jnl`	Shape-informed surrogate models based on signed distance function domain encoding. CoRR Linying Zhang, Stefano Pagani, Jun Zhang, Francesco Regazzoni
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`	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`	PDE-Aware Deep Learning for Inverse Problems in Cardiac Electrophysiology. SIAM J. Sci. Comput. Riccardo Tenderini, Stefano Pagani, Alfio Quarteroni, Simone Deparis
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`	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
2019	J	`jnl`	Statistical closure modeling for reduced-order models of stationary systems by the ROMES method. CoRR Stefano Pagani, Andrea Manzoni, Kevin Carlberg
2017	J	`jnl`	Efficient State/Parameter Estimation in Nonlinear Unsteady PDEs by a Reduced Basis Ensemble Kalman Filter. SIAM/ASA J. Uncertain. Quantification Stefano Pagani, Andrea Manzoni, Alfio Quarteroni
2016	J	`jnl`	Accurate Solution of Bayesian Inverse Uncertainty Quantification Problems Combining Reduced Basis Methods and Reduction Error Models. SIAM/ASA J. Uncertain. Quantification Andrea Manzoni, Stefano Pagani, Toni Lassila