Stefano Pagani

Publication Activity (10 Years)

Years Active: 2016-2024
Publications (10 Years): 13

Top Topics

Parameter Estimation

Computationally Expensive

Material Properties

Top Venues

SIAM/ASA J. Uncertain. Quantification

Biomed. Signal Process. Control.

Publications

Luca Bindini, Stefano Pagani, Andrea Bernardini, Benedetta Grossi, Andrea Giomi, Antonio Frontera, Paolo Frasconi
All-in-one electrical atrial substrate indicators with deep anomaly detection. Biomed. Signal Process. Control. 98 (2024)
Caterina Beatrice Leimer Saglio, Stefano Pagani, Mattia Corti, Paola F. Antonietti
A high-order discontinuous Galerkin method for the numerical modeling of epileptic seizures. CoRR (2024)
Federica Caforio, Francesco Regazzoni, Stefano Pagani, Elias Karabelas, Christoph M. Augustin, Gundolf Haase, Gernot Plank, Alfio Quarteroni
Physics-informed Neural Network Estimation of Material Properties in Soft Tissue Nonlinear Biomechanical Models. CoRR (2023)
Francesco Regazzoni, Stefano Pagani, Matteo Salvador, Luca Dede', Alfio Quarteroni
Latent Dynamics Networks (LDNets): learning the intrinsic dynamics of spatio-temporal processes. CoRR (2023)
Pasquale Claudio Africa, Roberto Piersanti, Francesco Regazzoni, Michele Bucelli, Matteo Salvador, Marco Fedele, Stefano Pagani, Luca Dede', Alfio Quarteroni
lifex-ep: a robust and efficient software for cardiac electrophysiology simulations. CoRR (2023)
Pasquale Claudio Africa, Roberto Piersanti, Francesco Regazzoni, Michele Bucelli, Matteo Salvador, Marco Fedele, Stefano Pagani, Luca Dede', Alfio Quarteroni
lifex-ep: a robust and efficient software for cardiac electrophysiology simulations. BMC Bioinform. 24 (1) (2023)
Riccardo Tenderini, Stefano Pagani, Alfio Quarteroni, Simone Deparis
PDE-Aware Deep Learning for Inverse Problems in Cardiac Electrophysiology. SIAM J. Sci. Comput. 44 (3) (2022)
Matteo Salvador, Francesco Regazzoni, Stefano Pagani, Luca Dedè, Natalia A. Trayanova, Alfio Quarteroni
The role of mechano-electric feedbacks and hemodynamic coupling in scar-related ventricular tachycardia. Comput. Biol. Medicine 142 (2022)
Francesco Regazzoni, Stefano Pagani, Alfio Quarteroni
Universal Solution Manifold Networks (USM-Nets): non-intrusive mesh-free surrogate models for problems in variable domains. CoRR (2022)
Matteo Salvador, Francesco Regazzoni, Stefano Pagani, Luca Dedè, Natalia A. Trayanova, Alfio Quarteroni
The role of mechano-electric feedbacks and hemodynamic coupling in scar-related ventricular tachycardia. CoRR (2021)
Stefano Pagani, Andrea Manzoni, Kevin Carlberg
Statistical closure modeling for reduced-order models of stationary systems by the ROMES method. CoRR (2019)
Stefano Pagani, Andrea Manzoni, Alfio Quarteroni
Efficient State/Parameter Estimation in Nonlinear Unsteady PDEs by a Reduced Basis Ensemble Kalman Filter. SIAM/ASA J. Uncertain. Quantification 5 (1) (2017)
Andrea Manzoni, Stefano Pagani, Toni Lassila
Accurate Solution of Bayesian Inverse Uncertainty Quantification Problems Combining Reduced Basis Methods and Reduction Error Models. SIAM/ASA J. Uncertain. Quantification 4 (1) (2016)