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Information on didactic, research and institutional assignments on this page are certified by the University; more information, prepared by the professor, are available on the personal web page and in the curriculum vitae indicated on this webpage.
Information on professor
ProfessorQuarteroni Alfio Maria
Honorary Academic TitleProfessore Emerito
QualificationAdjunct professor
Belonging DepartmentDipartimento di Matematica
Curriculum VitaeDownload CV (1.74Mb - 18/04/2023)

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MAT----TuesdayFrom 11:30
To 13:00
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Data source: RE.PUBLIC@POLIMI - Research Publications at Politecnico di Milano

List of publications and reserach products for the year 2024 (Show all details | Hide all details)
Type Title of the Publicaiton/Product
Journal Articles
A Reduced Order Model for Domain Decompositions with Non-conforming Interfaces (Show >>)
A non-conforming-in-space numerical framework for realistic cardiac electrophysiological outputs (Show >>)
An electromechanics-driven fluid dynamics model for the simulation of the whole human heart (Show >>)
Efficient approximation of cardiac mechanics through reduced‐order modeling with deep learning‐based operator approximation (Show >>)
Learning the intrinsic dynamics of spatio-temporal processes through Latent Dynamics Networks (Show >>)
The role of computational methods in cardiovascular medicine: a narrative review (Show >>)
lifex-cfd: An open-source computational fluid dynamics solver for cardiovascular applications (Show >>)

List of publications and reserach products for the year 2023 (Show all details | Hide all details)
Type Title of the Publicaiton/Product
Abstract in Rivista
Journal Articles
A comprehensive and biophysically detailed computational model of the whole human heart electromechanics (Show >>)
A comprehensive mathematical model for cardiac perfusion (Show >>)
A detailed mathematical model of the human atrial cardiomyocyte: integration of electrophysiology and cardiomechanics (Show >>)
A mathematical model of the human heart suitable to address clinical problems (Show >>)
A mathematical model that integrates cardiac electrophysiology, mechanics, and fluid dynamics: Application to the human left heart (Show >>)
A matrix–free high–order solver for the numerical solution of cardiac electrophysiology (Show >>)
A stable loosely-coupled scheme for cardiac electro-fluid-structure interaction (Show >>)
An image-based computational fluid dynamics study of mitral regurgitation in presence of prolapse (Show >>)
Discontinuous Galerkin methods for Fisher-Kolmogorov equation with application to α-synuclein spreading in Parkinson's disease (Show >>)
Efficient and certified solution of parametrized one-way coupled problems through DEIM-based data projection across non-conforming interfaces (Show >>)
Fast and robust parameter estimation with uncertainty quantification for the cardiac function (Show >>)
Fluid-structure interaction analysis of transcatheter aortic valve implantation (Show >>)
Modeling isovolumetric phases in cardiac flows by an Augmented Resistive Immersed Implicit Surface method (Show >>)
Numerical modeling of the brain poromechanics by high-order discontinuous Galerkin methods (Show >>)
Optimized numerical solutions of SIRDVW multiage model controlling SARS-CoV-2 vaccine roll out: An application to the Italian scenario (Show >>)
Partitioned and Monolithic Algorithms for the Numerical Solution of Cardiac Fluid-Structure Interaction (Show >>)
Preserving the positivity of the deformation gradient determinant in intergrid interpolation by combining RBFs and SVD: Application to cardiac electromechanics (Show >>)
Projection-based reduced order models for parameterized nonlinear time-dependent problems arising in cardiac mechanics (Show >>)
lifex-ep: a robust and efficient software for cardiac electrophysiology simulations (Show >>)
lifex-fiber: an open tool for myofibers generation in cardiac computational models (Show >>)

List of publications and reserach products for the year 2022 (Show all details | Hide all details)
Type Title of the Publicaiton/Product
Conference proceedings
A Novel Human Atrial Electromechanical Cardiomyocyte Model with Mechano-Calcium Feedback Effect (Show >>)
A physiologically detailed 3D-0D closed-loop model for the simulation of cardiac electromechanics (Show >>)
An electromechanical model of the entire human heart coupled with a lumped parameters model of the circulatory system (Show >>)
Deep learning-based reduced order models in cardiac electrophysiology (Show >>)
Effects of atrial fibrillation on the left atrium hemodynamics (Show >>)
Electromechanical modeling of cardiac arrhythmias (Show >>)
Integrated fluid-structure-electrophysiology computational modeling of a healthy human heart (Show >>)
Machine learning based real-time simulation of the cardiac electromechanical function enabling global sensitivity analysis and bayesian parameter estimation (Show >>)
Multiphysics and multiscale models for the numerical simulation of the cardiac function (Show >>)
Neural networks based real-time simulations of cardiac electromechanics (Show >>)
Non-intrusive and mesh-free neural network models of parametrized differential equations with variable geometry (Show >>)
Physics-informed Neural Networks for parameter estimation in cardiac mechanics (Show >>)
Journal Articles
3D–0D closed-loop model for the simulation of cardiac biventricular electromechanics (Show >>)
A Multiscale Poromechanics Model Integrating Myocardial Perfusion and the Epicardial Coronary Vessels (Show >>)
A cardiac electromechanical model coupled with a lumped-parameter model for closed-loop blood circulation (Show >>)
A fast cardiac electromechanics model coupling the Eikonal and the nonlinear mechanics equations (Show >>)
A geometric multiscale model for the numerical simulation of blood flow in the human left heart (Show >>)
A machine learning method for real-time numerical simulations of cardiac electromechanics (Show >>)
Computational electrophysiology of the coronary sinus branches based on electroanatomical mapping for the prediction of the latest activated region (Show >>)
Electrogram fractionation during sinus rhythm occurs in normal voltage atrial tissue in patients with atrial fibrillation (Show >>)
Image-Based Computational Hemodynamics Analysis of Systolic Obstruction in Hypertrophic Cardiomyopathy (Show >>)
Impact of atrial fibrillation on left atrium haemodynamics: a computational fluid dynamics study (Show >>)
Iterative splitting schemes for a soft material poromechanics model (Show >>)
Modeling the cardiac electromechanical function: A mathematical journey (Show >>)
Modelling the COVID-19 epidemic and the vaccination campaign in Italy by the SUIHTER model (Show >>)
PDE-Aware Deep Learning for Inverse Problems in Cardiac Electrophysiology (Show >>)
Prediction of myocardial blood flow under stress conditions by means of a computational model (Show >>)
Slow Conduction Corridors and Pivot Sites Characterize the Electrical Remodeling in Atrial Fibrillation (Show >>)
Spectral elements numerical simulation of the 2009 L’Aquila earthquake on a detailed reconstructed domain (Show >>)
The role of mechano-electric feedbacks and hemodynamic coupling in scar-related ventricular tachycardia (Show >>)
Universal Solution Manifold Networks (USM-Nets): Non-Intrusive Mesh-Free Surrogate Models for Problems in Variable Domains (Show >>)

List of publications and reserach products for the year 2021 (Show all details | Hide all details)
Type Title of the Publicaiton/Product
Metodo implementato mediante computer per la simulazione del flusso sanguigno miocardico in condizioni di stress (Show >>)
Contributions on scientific books
Computational bottlenecks for PROMs: Precomputation and hyperreduction (Show >>)
Conference proceedings
Electro-Mechanical Coupling in Human Atrial Cardiomyocytes: Model Development and Analysis of Inotropic Interventions (Show >>)
Scientific Books
Optimal Control of Partial Differential Equations. Analysis, Approximation, and Applications (Show >>)
Journal Articles
A Computational Study of the Electrophysiological Substrate in Patients Suffering From Atrial Fibrillation (Show >>)
A computational model applied to myocardial perfusion in the human heart: From large coronaries to microvasculature (Show >>)
A mathematical dashboard for the analysis of Italian COVID-19 epidemic data (Show >>)
A physics-informed multi-fidelity approach for the estimation of differential equations parameters in low-data or large-noise regimes (Show >>)
Accelerating the convergence to a limit cycle in 3D cardiac electromechanical simulations through a data-driven 0D emulator (Show >>)
Active Force Generation in Cardiac Muscle Cells: Mathematical Modeling and Numerical Simulation of the Actin-Myosin Interaction (Show >>)
An oscillation-free fully staggered algorithm for velocity-dependent active models of cardiac mechanics (Show >>)
Characterization of cardiac electrogram signals in atrial arrhythmias (Show >>)
Computational fluid dynamics of blood flow in an idealized left human heart (Show >>)
Data integration for the numerical simulation of cardiac electrophysiology (Show >>)
Electromechanical modeling of human ventricles with ischemic cardiomyopathy: numerical simulations in sinus rhythm and under arrhythmia (Show >>)
Hemodynamics of the heart's left atrium based on a Variational Multiscale-LES numerical method (Show >>)
Mathematical analysis and numerical approximation of a general linearized poro-hyperelastic model (Show >>)
Mathematical and numerical models for the cardiac electromechanical function (Show >>)
Modeling cardiac muscle fibers in ventricular and atrial electrophysiology simulations (Show >>)
Modeling the cardiac response to hemodynamic changes associated with COVID-19: a computational study (Show >>)
Morphomechanical model of the Torsional c-looping in the embryonic heart (Show >>)
Multipatch Isogeometric Analysis for electrophysiology: Simulation in a human heart (Show >>)
POD-Enhanced Deep Learning-Based Reduced Order Models for the Real-Time Simulation of Cardiac Electrophysiology in the Left Atrium (Show >>)
Polygonal surface processing and mesh generation tools for the numerical simulation of the cardiac function (Show >>)
SUIHTER : a new mathematical model for COVID-19. Application to the analysis of the second epidemic outbreak in Italy (Show >>)
Three-dimensional physics-based earthquake ground motion simulations for seismic risk assessment in densely populated urban areas (Show >>)

List of publications and reserach products for the year 2020 (Show all details | Hide all details)
Type Title of the Publicaiton/Product
Voce (in dizionario o enciclopedia)
Numerical Methods: Domain Decomposition (Show >>)
Metodo basato su reti neurali per costruire modelli surrogati di tipo differenziale e tempo-dipendenti, utilizzando in modo combinato dati e conoscenza a priori delle proprietà del fenomeno (Show >>)
Contributions on scientific books
8 Reduced-order modeling for applications to the cardiovascular system (Show >>)
Data Analysis and Predictive Mathematical Modeling for COVID-19 Epidemic Studies (Show >>)
Segregated Algorithms for the Numerical Simulation of Cardiac Electromechanics in the Left Human Ventricle (Show >>)
Simulation of the Hemodynamic Effects of the Left Atrial Appendage Occlusion in Atrial Fibrillation: Preliminary Results (Show >>)
Scientific Books
A Primer on Mathematical Modelling (Show >>)
Le equazioni del cuore, della pioggia e delle vele. Modelli matematici per simulare la realtà (Show >>)
Journal Articles
A Computational Comparison Between Isogeometric Analysis and Spectral Element Methods: Accuracy and Spectral Properties (Show >>)
A proof of concept for computational fluid dynamic analysis of the left atrium in atrial fibrillation on a patient-specific basis (Show >>)
An Image-based Computational Hemodynamics Study of the Systolic Anterior Motion of the Mitral Valve (Show >>)
An intergrid transfer operator using radial basis functions with application to cardiac electromechanics (Show >>)
Biophysically detailed mathematical models of multiscale cardiac active mechanics (Show >>)
Computational Analysis of Turbulent Hemodynamics in Radiocephalic Arteriovenous Fistulas to Determine the Best Anastomotic Angles (Show >>)
Deep learning-based reduced order models in cardiac electrophysiology (Show >>)
Effect of fibre orientation and bulk modulus on the electromechanical modelling of human ventricles (Show >>)
Integration of activation maps of epicardial veins in computational cardiac electrophysiology (Show >>)
Machine learning of multiscale active force generation models for the efficient simulation of cardiac electromechanics (Show >>)
Outer loop and isthmus in ventricular tachycardia circuits: Characteristics and implications (Show >>)
Un modello matematico del cuore umano A mathematical model of the human heart (Show >>)
manifesti v. 3.5.17 / 3.5.17
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