Luca Dedè

Publication Activity (10 Years)

Years Active: 2005-2024
Publications (10 Years): 42

Top Topics

Atrial Fibrillation

Computational Fluid Dynamics

Top Venues

J. Comput. Phys.

Comput. Biol. Medicine

Publications

Matteo Caldana, Paola F. Antonietti, Luca Dedè
Discovering Artificial Viscosity Models for Discontinuous Galerkin Approximation of Conservation Laws using Physics-Informed Machine Learning. CoRR (2024)
Paola F. Antonietti, Luca Dedè, Gabriele Loli, Giancarlo Sangalli, Paolo Tesini
Spline Upwind for space-time Isogeometric Analysis of cardiac electrophysiology. CoRR (2023)
Pasquale Claudio Africa, Matteo Salvador, Paola Gervasio, Luca Dedè, Alfio Quarteroni
A matrix-free high-order solver for the numerical solution of cardiac electrophysiology. J. Comput. Phys. 478 (2023)
Michele Bucelli, Francesco Regazzoni, Luca Dedè, Alfio Quarteroni
Preserving the positivity of the deformation gradient determinant in intergrid interpolation by combining RBFs and SVD: application to cardiac electromechanics. CoRR (2023)
Fazeelat Mazhar, Francesco Regazzoni, Chiara Bartolucci, Cristiana Corsi, Luca Dedè, Alfio Quarteroni, Stefano Severi
A Novel Human Atrial Electromechanical Cardiomyocyte Model with Mechano-Calcium Feedback Effect. CinC (2022)
Marco Fedele, Roberto Piersanti, Francesco Regazzoni, Matteo Salvador, Pasquale Claudio Africa, Michele Bucelli, Alberto Zingaro, Luca Dedè, Alfio Quarteroni
A comprehensive and biophysically detailed computational model of the whole human heart electromechanics. CoRR (2022)
Nicolás Alejandro Barnafi Wittwer, Simone Di Gregorio, Luca Dedè, Paolo Zunino, Christian Vergara, Alfio Quarteroni
A Multiscale Poromechanics Model Integrating Myocardial Perfusion and the Epicardial Coronary Vessels. SIAM J. Appl. Math. 82 (4) (2022)
Pasquale Claudio Africa, Roberto Piersanti, Marco Fedele, Luca Dedè, Alfio Quarteroni
- heart module: a high-performance simulator for the cardiac function. Package 1: Fiber generation. 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. Comput. Biol. Medicine 142 (2022)
Mattia Corti, Alberto Zingaro, Luca Dedè, Alfio Maria Quarteroni
Impact of Atrial Fibrillation on Left Atrium Haemodynamics: A Computational Fluid Dynamics Study. CoRR (2022)
Francesco Regazzoni, Matteo Salvador, Pasquale Claudio Africa, Marco Fedele, Luca Dedè, Alfio Quarteroni
A cardiac electromechanical model coupled with a lumped-parameter model for closed-loop blood circulation. J. Comput. Phys. 457 (2022)
Pasquale Claudio Africa, Matteo Salvador, Paola Gervasio, Luca Dedè, Alfio Quarteroni
A matrix-free high-order solver for the numerical solution of cardiac electrophysiology. CoRR (2022)
Roberto Piersanti, Francesco Regazzoni, Matteo Salvador, Antonio F. Corno, Luca Dedè, Christian Vergara, Alfio Quarteroni
3D-0D closed-loop model for the simulation of cardiac biventricular electromechanics. CoRR (2021)
Nicola Parolini, Luca Dedè, Paola F. Antonietti, Giovanni Ardenghi, Andrea Manzoni, Edie Miglio, Andrea Pugliese, Marco Verani, Alfio Quarteroni
SUIHTER: A new mathematical model for COVID-19. Application to the analysis of the second epidemic outbreak in Italy. CoRR (2021)
Alberto Zingaro, Luca Dedè, Filippo Menghini, Alfio Quarteroni
Hemodynamics of the heart's left atrium based on a Variational Multiscale-LES numerical model. CoRR (2021)
Francesco Regazzoni, Matteo Salvador, Luca Dedè, Alfio Quarteroni
A machine learning method for real-time numerical simulations of cardiac electromechanics. CoRR (2021)
Stefania Fresca, Luca Dedè, Andrea Manzoni
A Comprehensive Deep Learning-Based Approach to Reduced Order Modeling of Nonlinear Time-Dependent Parametrized PDEs. J. Sci. Comput. 87 (2) (2021)
Fazeelat Mazhar, Francesco Regazzoni, Chiara Bartolucci, Cristiana Corsi, Luca Dedè, Alfio Quarteroni, Stefano Severi
Electro-Mechanical Coupling in Human Atrial Cardiomyocytes: Model Development and Analysis of Inotropic Interventions. CinC (2021)
Matteo Salvador, Luca Dedè, Andrea Manzoni
Non intrusive reduced order modeling of parametrized PDEs by kernel POD and neural networks. CoRR (2021)
Nicola Parolini, Luca Dedè, Giovanni Ardenghi, Alfio Quarteroni
Modelling the COVID-19 epidemic and the vaccination campaign in Italy by the SUIHTER model. CoRR (2021)
Alberto Zingaro, Ivan Fumagalli, Luca Dedè, Marco Fedele, Pasquale Claudio Africa, Antonio Francesco Corno, Alfio Quarteroni
A multiscale CFD model of blood flow in the human left heart coupled with a lumped-parameter model of the cardiovascular system. CoRR (2021)
Matteo Salvador, Marco Fedele, Pasquale Claudio Africa, Eric Sung, Luca Dedè, Adityo Prakosa, Jonathan Chrispin, Natalia A. Trayanova, Alfio Quarteroni
Electromechanical modeling of human ventricles with ischemic cardiomyopathy: numerical simulations in sinus rhythm and under arrhythmia. CoRR (2021)
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)
Roberto Piersanti, Pasquale Claudio Africa, Marco Fedele, Christian Vergara, Luca Dedè, Antonio F. Corno, Alfio Quarteroni
Modeling cardiac muscle fibers in ventricular and atrial electrophysiology simulations. CoRR (2021)
Nicolas A. Barnafi, Paolo Zunino, Luca Dedè, Alfio Quarteroni
Mathematical analysis and numerical approximation of a general linearized poro-hyperelastic model. Comput. Math. Appl. 91 (2021)
Matteo Salvador, Luca Dedè, Andrea Manzoni
Non intrusive reduced order modeling of parametrized PDEs by kernel POD and neural networks. Comput. Math. Appl. 104 (2021)
Matteo Salvador, Marco Fedele, Pasquale Claudio Africa, Eric Sung, Luca Dedè, Adityo Prakosa, Jonathan Chrispin, Natalia A. Trayanova, Alfio Quarteroni
Electromechanical modeling of human ventricles with ischemic cardiomyopathy: numerical simulations in sinus rhythm and under arrhythmia. Comput. Biol. Medicine 136 (2021)
Tommaso Tassi, Alberto Zingaro, Luca Dedè
A Machine Learning approach to enhance the SUPG stabilization method for advection-dominated differential problems. CoRR (2021)
Paola F. Antonietti, Matteo Caldana, Luca Dedè
Accelerating Algebraic Multigrid Methods via Artificial Neural Networks. CoRR (2021)
Nicola Parolini, Giovanni Ardenghi, Luca Dedè, Alfio Quarteroni
A Mathematical Dashboard for the Analysis of Italian COVID-19 Epidemic Data. CoRR (2020)
Francesco Regazzoni, Luca Dedè, Alfio Quarteroni
Biophysically detailed mathematical models of multiscale cardiac active mechanics. PLoS Comput. Biol. 16 (10) (2020)
Stefania Fresca, Andrea Manzoni, Luca Dedè, Alfio Quarteroni
Deep learning-based reduced order models in cardiac electrophysiology. CoRR (2020)
Nadia D'Alessandro, Alessandro Masci, Alice Andalò, Luca Dedè, Corrado Tomasi, Alfio Quarteroni, Cristiana Corsi
Simulation of the Hemodynamic Effects of the Left Atrial Appendage Occlusion in Atrial Fibrillation: Preliminary Results. CinC (2020)
Francesco Regazzoni, Matteo Salvador, Pasquale Claudio Africa, Marco Fedele, Luca Dedè, Alfio Quarteroni
A cardiac electromechanics model coupled with a lumped parameters model for closed-loop blood circulation. Part I: model derivation. CoRR (2020)
Paola Gervasio, Luca Dedè, Ondine Chanon, Alfio Quarteroni
A Computational Comparison Between Isogeometric Analysis and Spectral Element Methods: Accuracy and Spectral Properties. J. Sci. Comput. 83 (1) (2020)
Ivan Fumagalli, Marco Fedele, Christian Vergara, Luca Dedè, Sonia Ippolito, Francesca Nicolò, Carlo Antona, Roberto Scrofani, Alfio Quarteroni
An image-based computational hemodynamics study of the Systolic Anterior Motion of the mitral valve. Comput. Biol. Medicine 123 (2020)
Stefania Fresca, Luca Dedè, Andrea Manzoni
A comprehensive deep learning-based approach to reduced order modeling of nonlinear time-dependent parametrized PDEs. CoRR (2020)
Francesco Regazzoni, Matteo Salvador, Pasquale Claudio Africa, Marco Fedele, Luca Dedè, Alfio Quarteroni
A cardiac electromechanics model coupled with a lumped parameters model for closed-loop blood circulation. Part II: numerical approximation. CoRR (2020)
Francesco Regazzoni, Luca Dedè, Alfio Quarteroni
Machine learning for fast and reliable solution of time-dependent differential equations. J. Comput. Phys. 397 (2019)
Alessandro Masci, Martino Alessandrini, Luca Dedè, Davide Forti, Filippo Menghini, Corrado Tomasi, Alfio Quarteroni, Cristiana Corsi
Development of a Computational Fluid Dynamics Model of the Left Atrium in Atrial Fibrillation on a Patient Specific Basis. CinC (2017)
Shengfeng Zhu, Luca Dedè, Alfio Quarteroni
Isogeometric analysis and proper orthogonal decomposition for parabolic problems. Numerische Mathematik 135 (2) (2017)
Alessandro Masci, Martino Alessandrini, Davide Forti, Filippo Menghini, Luca Dedè, Corrado Tommasi, Alfio Quarteroni, Cristiana Corsi
A Patient-Specific Computational Fluid Dynamics Model of the Left Atrium in Atrial Fibrillation: Development and Initial Evaluation. FIMH (2017)
Takahito Kashiwabara, Claudia Maria Colciago, Luca Dedè, Alfio Quarteroni
Well-Posedness, Regularity, and Convergence Analysis of the Finite Element Approximation of a Generalized Robin Boundary Value Problem. SIAM J. Numer. Anal. 53 (1) (2015)
Ju Liu, Luca Dedè, John A. Evans, Michael J. Borden, Thomas J. R. Hughes
Isogeometric analysis of the advective Cahn-Hilliard equation: Spinodal decomposition under shear flow. J. Comput. Phys. 242 (2013)
Luca Dedè
Reduced Basis Method and Error Estimation for Parametrized Optimal Control Problems with Control Constraints. J. Sci. Comput. 50 (2) (2012)
Luca Dedè
Reduced Basis Method and A Posteriori Error Estimation for Parametrized Linear-Quadratic Optimal Control Problems. SIAM J. Sci. Comput. 32 (2) (2010)
Alfio Quarteroni, Gianluigi Rozza, Luca Dedè, Annalisa Quaini
Numerical Approximation of a Control Problem for Advection-Diffusion Processes. System Modelling and Optimization (2005)