Luca Dede'

Associate Professor

Contact Information

Phone:
+39 02 2399 4642
Fax:
+39 02 2399 4568
Office:
Ed. 14 - Nave
Email:

Keywords

Computational learning
High Performance Computing
Advanced Numerical Methods for Scientific Computing
Computational Medicine for the Cardiocirculatory System
Epidemiological Modeling
Living Systems and Precision Medicine
SC4I/Digitization, Innovation, and Competitiveness of the Production System

Publications

    

Available MOX Reports

BUCELLI, M.; REGAZZONI, F.; DEDE', L.; QUARTERONI, A.
Robust radial basis function interpolation based on geodesic distance for the numerical coupling of multiphysics problems
CALDANA, M.; ANTONIETTI P. F.; DEDE' L.
Discovering Artificial Viscosity Models for Discontinuous Galerkin Approximation of Conservation Laws using Physics-Informed Machine Learning
ZAPPON, E.; SALVADOR, M.; PIERSANTI, R.; REGAZZONI, F.; DEDE', L.; QUARTERONI, A.
An integrated heart-torso electromechanical model for the simulation of electrophysiological outputs accounting for myocardial deformation
ZINGARO, A.; AHMAD, Z.; KHOLMOVSKI, E.; SAKATA, K.; DEDE', L.; MORRIS, A.K.; QUARTERONI, A.; TRAYANOVA, N.A.
A comprehensive stroke risk assessment by combining atrial computational fluid dynamics simulations and functional patient data
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
BUCELLI, M.; REGAZZONI, F.; DEDE', L.; QUARTERONI, A.
Preserving the positivity of the deformation gradient determinant in intergrid interpolation by combining RBFs and SVD: application to cardiac electromechanics
GIRONI, P.; PETRARO, L.; SANTONI, S.; DEDE', L.; COLOSIMO, B.M.
A Computational Model of Cell Viability and Proliferation of Extrusion-based 3D Bioprinted Constructs During Tissue Maturation Process
TONINI, A.; VERGARA, C.; REGAZZONI, F.; DEDè, L.; SCROFANI, R.; COGLIATI, C.; QUARTERONI, A.
A mathematical model to assess the effects of COVID-19 on the cardiocirculatory system
AFRICA, P. C.; FUMAGALLI, I.; BUCELLI, M.; ZINGARO, A.; FEDELE, M.; DEDE', L.; QUARTERONI, A.
lifex-cfd: an open-source computational fluid dynamics solver for cardiovascular applications
REGAZZONI, F.; PAGANI, S.; SALVADOR, M.; DEDE’, L.; QUARTERONI, A.
Latent Dynamics Networks (LDNets): learning the intrinsic dynamics of spatio-temporal processes
CALDANA, M.; ANTONIETTI, P. F.; DEDE', L.
A Deep Learning algorithm to accelerate Algebraic Multigrid methods in Finite Element solvers of 3D elliptic PDEs
ZINGARO, A.; VERGARA, C.; DEDE', L.; REGAZZONI, F.; QUARTERONI, A.
A comprehensive mathematical model for myocardial perfusion
CORTI, M.; ANTONIETTI, P.F.; BONIZZONI, F.; DEDE', L., QUARTERONI, A.
Discontinuous Galerkin Methods for Fisher-Kolmogorov Equation with Application to Alpha-Synuclein Spreading in Parkinson’s Disease
QUARTERONI, A.; DEDE’, L.; REGAZZONI, F.; VERGARA, C.
A mathematical model of the human heart suitable to address clinical problems
ZINGARO, A.; BUCELLI, M.; PIERSANTI, R.; REGAZZONI, F.; DEDE', L.; QUARTERONI, A.
An electromechanics-driven fluid dynamics model for the simulation of the whole human heart
ZIARELLI, G.; DEDE', L.; PAROLINI, N.; VERANI, M.; QUARTERONI, A.
Optimized numerical solutions of SIRDVW multiage model controlling SARS-CoV-2 vaccine roll out: an application to the Italian scenario.
SALVADOR, M.; REGAZZONI, F.; DEDE', L.; QUARTERONI, A.
Fast and robust parameter estimation with uncertainty quantification for the cardiac function
CORTI, M.; ANTONIETTI, P.F.; DEDE', L.; QUARTERONI, A.
Numerical Modelling of the Brain Poromechanics by High-Order Discontinuous Galerkin Methods
ZINGARO, A.; BUCELLI, M.; FUMAGALLI, I.; DEDE', L; QUARTERONI, A.
Modeling isovolumetric phases in cardiac flows by an Augmented Resistive Immersed Implicit Surface Method
BUCELLI, M.; ZINGARO, A.; AFRICA, P. C.; FUMAGALLI, I.; DEDE', L.; QUARTERONI, A.
A mathematical model that integrates cardiac electrophysiology, mechanics and fluid dynamics: application to the human left heart
FEDELE, M.; PIERSANTI, R.; REGAZZONI, F.; SALVADOR, M.; AFRICA, P. C.; BUCELLI, M.; ZINGARO, A.; DEDE', L.; QUARTERONI, A.
A comprehensive and biophysically detailed computational model of the whole human heart electromechanics
AFRICA, P.C.; SALVADOR, M.; GERVASIO, P.; DEDE', L.; QUARTERONI, A.
A matrix-free high-order solver for the numerical solution of cardiac electrophysiology
CORTI, M.; ZINGARO, A.; DEDE', L.; QUARTERONI, A.
Impact of Atrial Fibrillation on Left Atrium Haemodynamics: A Computational Fluid Dynamics Study
AFRICA, P.C.; PIERSANTI, R.; FEDELE, M.; DEDE', L.; QUARTERONI, A.
lifex - heart module: a high-performance simulator for the cardiac function
PAROLINI, N.; DEDE', L; ARDENGHI, G.; QUARTERONI, A.
Modelling the COVID-19 epidemic and the vaccination campaign in Italy by the SUIHTER model
BUCELLI, M.; DEDE', L.; QUARTERONI, A.; VERGARA, C.
Partitioned and monolithic algorithms for the numerical solution of cardiac fluid-structure interaction
MARCINNO, F.; ZINGARO, A.; FUMAGALLI, I.; DEDE', L.; VERGARA, C.
A computational study of blood flow dynamics in the pulmonary arteries
ANTONIETTI, P.F.; CALDANA, M.; DEDE', L.
Accelerating Algebraic Multigrid Methods via Artificial Neural Networks
REGAZZONI, F.; SALVADOR, M.; DEDE', L.; QUARTERONI, A.
A machine learning method for real-time numerical simulations of cardiac electromechanics
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
STELLA, S.; REGAZZONI, F.; VERGARA, C.; DEDE', L.; QUARTERONI, A.
A fast cardiac electromechanics model coupling the Eikonal and the nonlinear mechanics equations
TASSI, T., ZINGARO, A., DEDE', L.
Enhancing numerical stabilization methods for advection dominated differential problems by Machine Learning algorithms
ROBERTO PIERSANTI, FRANCESCO REGAZZONI, MATTEO SALVADOR, ANTONIO F. CORNO, LUCA DEDE', CHRISTIAN VERGARA, ALFIO QUARTERONI
3D-0D closed-loop model for the simulation of cardiac biventricular electromechanics
ZINGARO, A.; FUMAGALLI, I.; DEDE' L.; FEDELE M.; AFRICA P.C.; CORNO A.F.; QUARTERONI A.
A multiscale CFD model of blood flow in the human left heart coupled with a lumped parameter model of the cardiovascular system
SALVADOR, M.; FEDELE, M.; AFRICA, P.C.; SUNG, E.; DEDE', L.; PRAKOSA, A.; CHRISPIN, J.; TRAYANOVA, N.; QUARTERONI, A.
Electromechanical modeling of human ventricles with ischemic cardiomyopathy: numerical simulations in sinus rhythm and under arrhythmia
BARNAFI, N.; DI GREGORIO, S.; DEDE', L.; ZUNINO, P.; VERGARA, C.; QUARTERONI, A.
A multiscale poromechanics model integratingmyocardial perfusion and systemic circulation
PAROLINI, N.; DEDE', L; ANTONIETTI, P. F.; ARDENGHI, G.; MANZONI, A.; MIGLIO, E.; PUGLIESE, A.; VERANI, M.; QUARTERONI, A.
SUIHTER: A new mathematical model for COVID-19. Application to the analysis of the second epidemic outbreak in Italy
SALVADOR, M.; DEDE', L.; MANZONI, A.
Non intrusive reduced order modeling of parametrized PDEs by kernel POD and neural networks
ZINGARO, A.; DEDE', L.; MENGHINI, F.; QUARTERONI, A.
Hemodynamics of the heart's left atrium based on a Variational Multiscale-LES numerical model
REGAZZONI, F.; SALVADOR, M.; AFRICA, P.C.; FEDELE, M.; DEDE', L.; QUARTERONI, A.
A cardiac electromechanics model coupled with a lumped parameters model for closed-loop blood circulation. Part I: model derivation
REGAZZONI, F.; SALVADOR, M.; AFRICA, P.C.; FEDELE, M.; DEDE', L.; QUARTERONI, A.
A cardiac electromechanics model coupled with a lumped parameters model for closed-loop blood circulation. Part II: numerical approximation
PAROLINI, N.; ARDENGHI, G.;DEDE’, L.; QUARTERONI, A.
A Mathematical Dashboard for the Analysis of Italian COVID-19 Epidemic Data
BUCELLI, M.; SALVADOR, M.; DEDE', L.; QUARTERONI, A.
Multipatch Isogeometric Analysis for Electrophysiology: Simulation in a Human Heart
DEDE’, L.; REGAZZONI, F.; VERGARA, C.; ZUNINO, P.; GUGLIELMO, M.; SCROFANI, R.; FUSINI, L.;COGLIATI, C.; PONTONE, G.; QUARTERONI, A.
Modeling the effect of COVID-19 on the cardiac function: A computational study
FRESCA, S.; MANZONI, A.; DEDè, L.; QUARTERONI, A.
Deep learning-based reduced order models in cardiac electrophysiology
PIERSANTI, R.; AFRICA, P.C.; FEDELE, M.; VERGARA, C.; DEDE', L.; CORNO, A.F.; QUARTERONI, A.
Modeling cardiac muscle fibers in ventricular and atrial electrophysiology simulations
REGAZZONI, F.; DEDè, L.; QUARTERONI, A.
Biophysically detailed mathematical models of multiscale cardiac active mechanics
FUMAGALLI, I.; FEDELE, M.; VERGARA, C.; DEDE', L.; IPPOLITO, S.; NICOLò, F.; ANTONA, C.; SCROFANI, R.; QUARTERONI, A.
An Image-based Computational Hemodynamics Study of the Systolic Anterior Motion of the Mitral Valve
AZZOLIN, L.; DEDE', L.; GERBI, A.; QUARTERONI, A.
Effect of fibre orientation and bulk value on the electromechanical modelling of the human ventricles
FRESCA, S.; DEDE', L.; MANZONI, A.
A comprehensive deep learning-based approach to reduced order modeling of nonlinear time-dependent parametrized PDEs
REGAZZONI, F.; DEDè, L.; QUARTERONI, A.
Active force generation in cardiac muscle cells: mathematical modeling and numerical simulation of the actin-myosin interaction
SALVADOR, M.; DEDE', L.; QUARTERONI, A.
An intergrid transfer operator using radial basis functions with application to cardiac electromechanics
REGAZZONI, F.; DEDE', L.; QUARTERONI, A.
Machine learning of multiscale active force generation models for the efficient simulation of cardiac electromechanics
REGAZZONI, F.; DEDè, L.; QUARTERONI, A.
Machine learning for fast and reliable solution of time-dependent differential equations
GERBI, A.; DEDE', L.; QUARTERONI, A.
Segregated algorithms for the numerical simulation of cardiac electromechanics in the left human ventricle
PEGOLOTTI, L.; DEDE', L.; QUARTERONI, A.
Isogeometric Analysis of the electrophysiology in the human heart: numerical simulation of the bidomain equations on the atria
GERVASIO, P.; DEDE', L.; CHANON, O.; QUARTERONI, A.
Comparing Isogeometric Analysis and Spectral Element Methods: accuracy and spectral properties
MENGHINI, F.; DEDE', L.; QUARTERONI, A.
Variational Multiscale LES modeling of blood flow in an idealized left human heart
BARBAROTTA, L.; ROSSI, S.; DEDE', L.; QUARTERONI, A.
A Transmurally Heterogeneous Orthotropic Activation Model for Ventricular Contraction and its Numerical Validation
LANDAJUELA, M.; VERGARA, C.; GERBI, A.; DEDE', L.; FORMAGGIA, L.; QUARTERONI, A.
Numerical approximation of the electromechanical coupling in the left ventricle with inclusion of the Purkinje network
DEDE', L; QUARTERONI, A.
Isogeometric Analysis of a Phase Field Model for Darcy Flows with Discontinuous Data
GERBI, A.; DEDE', L.; QUARTERONI, A.
A monolithic algorithm for the simulation of cardiac electromechanics in the human left ventricle
REGAZZONI, F.; DEDè, L.; QUARTERONI, A.
Active contraction of cardiac cells: a reduced model for sarcomere dynamics with cooperative interactions
MENGHINI, F.; DEDE, L.; FORTI, D.; QUARTERONI, A.
Hemodynamics in a left atrium based on a Variational Multiscale-LES numerical model
BARTEZZAGHI, A.; DEDE', L.; QUARTERONI, A.
Biomembrane modeling with Isogeometric Analysis
TAGLIABUE, A; DEDE', L.; QUARTERONI A.
Complex blood flow patterns in an idealized left ventricle: a numerical study
DEDE', L; GARCKE, H.; LAM K.F.
A Hele-Shaw-Cahn-Hilliard model for incompressible two-phase flows with different densities
FEDELE, M.; FAGGIANO, E.; DEDè, L.; QUARTERONI, A.
A Patient-Specific Aortic Valve Model based on Moving Resistive Immersed Implicit Surfaces
ZHU, S.; DEDè, L.; QUARTERONI, A.
Isogeometric Analysis and proper orthogonal decomposition for the acoustic wave equation
BARTEZZAGHI, A.; DEDè, L.; QUARTERONI, A.
Isogeometric Analysis of Geometric Partial Differential Equations
TAGLIABUE, A.; DEDè, L.; QUARTERONI, A.
Fluid dynamics of an idealized left ventricle: the extended Nitsche’s method for the treatment of heart valves as mixed time varying boundary conditions
WILHELM, M.; DEDè, L.; SANGALLI, L.M.; WILHELM, P.
IGS: an IsoGeometric approach for Smoothing on surfaces
PATELLI, A.S.; DEDè, L.; LASSILA, T.; BARTEZZAGHI, A.; QUARTERONI, A.
Isogeometric approximation of cardiac electrophysiology models on surfaces: an accuracy study with application to the human left atrium
TAGLIABUE, A.; DEDE', L.; QUARTERONI, A.
Nitsche’s Method for Parabolic Partial Differential Equations with Mixed Time Varying Boundary Conditions
BARTEZZAGHI, A.; DEDè, L.; QUARTERONI, A.;
Isogeometric Analysis of High Order Partial Differential Equations on Surfaces
DEDE', L..; QUARTERONI, A.; S. ZHU, S.
Isogeometric analysis and proper orthogonal decomposition for parabolic problems
TRICERRI, P.; DEDè, L.; DEPARIS, S.; QUARTERONI, A.; ROBERTSON, A.M.; SEQUEIRA, A.
Fluid-structure interaction simulations of cerebral arteries modeled by isotropic and anisotropic constitutive laws
DEDE, L.; JAGGLI, C.; QUARTERONI, A.
Isogeometric numerical dispersion analysis for elastic wave propagation
KASHIWABARA, T.; COLCIAGO, C.M.; DEDE, L.; QUARTERONI, A.
Well-posedness, regulariy, and convergence analysis of the Finite Element approximation of a Generalized Robin boundary value problem
TRICERRI, P.; DEDE ,L; QUARTERONI, A.; SEQUEIRA, A.
Numerical validation of isotropic and transversely isotropic constitutive models for healthy and unhealthy cerebral arterial tissues
TAGLIABUE, A.; DEDE', L.; QUARTERONI, A.
Isogeometric Analysis and Error Estimates for High Order Partial Differential Equations in Fluid Dynamics
DEDè, L.; QUARTERONI, A.
Isogeometric Analysis for second order Partial Differential Equations on surfaces
D'ELIA, M.; DEDE', L.; QUARTERONI, A.
Reduced Basis Method for Parametrized Differential Algebraic Equations
DEDE', L.
Reduced Basis Method for Parametrized Advection-Reaction Problems
DEDE', L.; MICHELETTI, S.; PEROTTO, S.
Anisotropic error control for environmental applications
DEDE', L.
Optimal flow control for Navier-Stokes equations: drag minimization
QUARTERONI, A.; ROZZA, G.; DEDE', L.; QUAINI, A.
Numerical Approximation of a Control Problem for Advection-Diffusion Processes
DEDE', L.; QUARTERONI, A.
Optimal Control and Numerical Adaptivity for Advection-Diffusion Equations