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Alfio Quarteroni

swiss federal institutes of technology domain

88H-index
1.1KPaper Count
4.5WCitation Count
Published Papers 119
Publication Date
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Combining physics-based and data-driven models: advancing the frontiers of research with scientific machine learning
errMATHEMATICAL MODELS & METHODS IN APPLIED SCIENCES
IF3
err2025-02-07
err0
errOAAI
errQuarteroni, Alfio; Gervasio, Paola; Regazzoni, Francesco
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Physics-informed neural network estimation of material properties in soft tissue nonlinear biomechanical models
errCOMPUTATIONAL MECHANICS
IF3.8
err2024-07-16
err2
errOAAI
errCaforio, Federica; Regazzoni, Francesco; Pagani, Stefano; Karabelas, Elias; Augustin, Christoph; Haase, Gundolf; Plank, Gernot; Quarteroni, Alfio
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An integrated heart-torso electromechanical model for the simulation of electrophysiological outputs accounting for myocardial deformation
errCOMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING
IF7.3
err2024-07-01
err1
PREAI
errZappon, Elena; Salvador, Matteo; Piersanti, Roberto; Regazzoni, Francesco; Dede, Luca; Ed, Alfio Quarteroni
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From cine-MRI to computational models of blood flow within the heart
errVASCULAR PHARMACOLOGY
IF3.5
err2024-06-01
err0
PREAI
errRenzi, Francesca; Bennati, Lorenzo; Fedele, Marco; Giambruno, Vincenzo; Quarteroni, Alfio; Puppini, Giovanni; Luciani, Giovanni Battista; Vergara, Christian
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A detailed mathematical model of the human atrial cardiomyocyte: Integration of electrophysiology and cardiomechanics
errVASCULAR PHARMACOLOGY
IF3.5
err2024-06-01
err0
errOAAI
errMazhar, Fazeelat; Bartolucci, Chiara; Regazzoni, Francesco; Paci, Michelangelo; Dede, Luca; Quarteroni, Alfio; Corsi, Cristiana; Severi, Stefano
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Computational fluid-structure interaction analysis of the end-to-side radio-cephalic arteriovenous fistula
errCOMPUTER METHODS AND PROGRAMS IN BIOMEDICINE
IF4.8
err2024-06-01
err3
errOAAI
errMarcinno, Fabio; Vergara, Christian; Giovannacci, Luca; Quarteroni, Alfio; Prouse, Giorgio
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An electromechanics-driven fluid dynamics model for the simulation of the whole human heart
errJOURNAL OF COMPUTATIONAL PHYSICS
IF3.8
err2024-05-01
err6
errOAAI
errZingaro, Alberto; Bucelli, Michele; Piersanti, Roberto; Regazzoni, Francesco; Dede, Luca; Quarteroni, Alfio
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A comprehensive stroke risk assessment by combining atrial computational fluid dynamics simulations and functional patient data
errSCIENTIFIC REPORTS
IF3.9
err2024-04-25
err5
errOAAI
errZingaro, Alberto; Ahmad, Zan; Kholmovski, Eugene; Sakata, Kensuke; Dede, Luca; Morris, Alan K.; Quarteroni, Alfio; Trayanova, Natalia A.
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Whole-heart electromechanical simulations using Latent Neural Ordinary Differential Equations
errNPJ DIGITAL MEDICINE
IF15.1
err2024-04-11
err2
errOAAI
errSalvador, Matteo; Strocchi, Marina; Regazzoni, Francesco; Augustin, Christoph M.; Dede', Luca; Niederer, Steven A.; Quarteroni, Alfio
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A mathematical model to assess the effects of COVID-19 on the cardiocirculatory system
errSCIENTIFIC REPORTS
IF3.9
err2024-04-09
err5
errOAAI
errTonini, Andrea; Vergara, Christian; Regazzoni, Francesco; Dede, Luca; Scrofani, Roberto; Cogliati, Chiara; Quarteroni, Alfio
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A non-conforming-in-space numerical framework for realistic cardiac electrophysiological outputs
errJOURNAL OF COMPUTATIONAL PHYSICS
IF3.8
err2024-04-01
err0
PREAI
errZappon, Elena; Manzoni, Andrea; Quarteroni, Alfio
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lifex-cfd: An open-source computational fluid dynamics solver for cardiovascular applications
errCOMPUTER PHYSICS COMMUNICATIONS
IF3.4
err2024-03-01
err11
errOAAI
errAfrica, Pasquale Claudio; Fumagalli, Ivan; Bucelli, Michele; Zingaro, Alberto; Fedele, Marco; Dede', Luca; Quarteroni, Alfio
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Learning the intrinsic dynamics of spatio-temporal processes through Latent Dynamics Networks
errNATURE COMMUNICATIONS
IF15.7
err2024-02-28
err3
errOAAI
errRegazzoni, Francesco; Pagani, Stefano; Salvador, Matteo; Dede, Luca; Quarteroni, Alfio
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Preserving the positivity of the deformation gradient determinant in intergrid interpolation by combining RBFs and SVD: Application to cardiac electromechanics
errCOMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING
IF7.3
err2023-12-01
err0
errOAAI
errBucelli, Michele; Regazzoni, Francesco; Dede, Luca; Quarteroni, Alfio
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Discontinuous Galerkin methods for Fisher-Kolmogorov equation with application to a-synuclein spreading in Parkinson's disease
errCOMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING
IF7.3
err2023-12-01
err8
errOAAI
errCorti, Mattia; Bonizzoni, Francesca; Dede, Luca; Quarteroni, Alfio M.; Antonietti, Paola F.
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A stable loosely-coupled scheme for cardiac electro-fluid-structure interaction
errJOURNAL OF COMPUTATIONAL PHYSICS
IF3.8
err2023-10-01
err7
errOAAI
errBucelli, Michele; Gabriel, Martin Geraint; Quarteroni, Alfio; Gigante, Giacomo; Vergara, Christian
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errSave
Optimized numerical solutions of SIRDVW multiage model controlling SARS-CoV-2 vaccine roll out: An application to the Italian scenario
errINFECTIOUS DISEASE MODELLING
IF2.5
err2023-09-01
err4
errOAAI
errZiarelli, Giovanni; Dede, Luca; Parolini, Nicola; Verani, Marco; Quarteroni, Alfio
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A comprehensive mathematical model for cardiac perfusion
errSCIENTIFIC REPORTS
IF3.9
err2023-08-30
err11
errOAAI
errZingaro, Alberto; Vergara, Christian; Dede, Luca; Regazzoni, Francesco; Quarteroni, Alfio
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Numerical modeling of the brain poromechanics by high-order discontinuous Galerkin methods
errMATHEMATICAL MODELS & METHODS IN APPLIED SCIENCES
IF3
err2023-05-20
err10
errOAAI
errCorti, Mattia; Antonietti, Paola F.; Dede', Luca; Quarteroni, Alfio M.
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A comprehensive and biophysically detailed computational model of the whole human heart electromechanics
errCOMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING
IF7.3
err2023-05-01
err40
errOAAI
errFedele, Marco; Piersanti, Roberto; Regazzoni, Francesco; Salvador, Matteo; Africa, Pasquale Claudio; Bucelli, Michele; Zingaro, Alberto; Dede, Luca; Quarteroni, Alfio
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Research Directions

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Co-authors
Cooperation Journals
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Hatem Alkadhi
H-index: 89 · Papers: 810
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Gianluca Pontone
H-index: 81 · Papers: 1.2K
A
Alejandro F. Frangi
H-index: 75 · Papers: 879
P
P. Harris
H-index: 74 · Papers: 584
P
Peter Hunter
H-index: 73 · Papers: 535
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