Stefano Pagani

Tenure-track Assistant Professor

Contact Information

Phone:
+39 02 2399 4551
Fax:
+39 02 2399
Office:
Ed. 14 - Nave
Email:
Personal web page:

Keywords

Computational learning
Advanced Numerical Methods for Scientific Computing
Computational Medicine for the Cardiocirculatory System
Living Systems and Precision Medicine

Publications

 

Available MOX Reports

ZHANG, L.; PAGANI, S.; ZHANG, J.; REGAZZONI, F.
Shape-informed surrogate models based on signed distance function domain encoding
CARRARA, D.; REGAZZONI, F.; PAGANI, S.
Implicit neural field reconstruction on complex shapes from scattered and noisy data
LEIMER SAGLIO, C. B.: PAGANI, S.; CORTI, M.; ANTONIETTI, P. F.
A high-order discontinuous Galerkin method for the numerical modeling of epileptic seizures
AFRIACA, P.C.A; PIERSANTI, R.; REGAZZONI, F.; BUCELLI, M.; SALVADOR, M.; FEDELE, M.; PAGANI, S.; DEDE', L.; QUARTERONI, A.
lifex-ep: a robust and efficient software for cardiac electrophysiology simulations
REGAZZONI, F.; PAGANI, S.; SALVADOR, M.; DEDE’, L.; QUARTERONI, A.
Latent Dynamics Networks (LDNets): learning the intrinsic dynamics of spatio-temporal processes
REGAZZONI, F.; PAGANI, S.; QUARTERONI, A.
Universal Solution Manifold Networks (USM-Nets): non-intrusive mesh-free surrogate models for problems in variable domains
CICCI, L.; FRESCA, S.; PAGANI, S.; MANZONI, A.; QUARTERONI, A.
Projection-based reduced order models for parameterized nonlinear time-dependent problems arising in cardiac mechanics
SALVADOR, M.; REGAZZONI, F.; PAGANI, S.; DEDE', L.; TRAYANOVA, N.; QUARTERONI, A.
The role of mechano-electric feedbacks and hemodynamic coupling in scar-related ventricular tachycardia
TENDERINI, R.; PAGANI, S.; QUARTERONI, A.; DEPARIS S.
PDE-aware deep learning for inverse problems in cardiac electrophysiology
PAGANI, S.; MANZONI, A.; CARLBERG, K.
Statistical closure modeling for reduced-order models of stationary systems by the ROMES method
PAGANI, S.; MANZONI, A.; QUARTERONI, A.
Numerical approximation of parametrized problems in cardiac electrophysiology by a local reduced basis method
PAGANI, S.; MANZONI, A.; QUARTERONI, A.
A Reduced Basis Ensemble Kalman Filter for State/parameter Identification in Large-scale Nonlinear Dynamical Systems
MANZONI, A.; PAGANI, S.
A certified reduced basis method for PDE-constrained parametric optimization problems by an adjoint-based approach
MANZONI, A.; PAGANI, S.; LASSILA, T.
Accurate solution of Bayesian inverse uncertainty quantification problems using model and error reduction methods