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Advanced multiphysics and multiscale cardiac models: bridging numerical simulations with digital twins for human heart simulation
Luca Dede', Michele Bucelli, Stefano Pagani, Rroberto Piersanti, Francesco Regazzoni, Andrea Tonini, Alfio Quarteroni
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A Novel Human Atrial Electromechanical Cardiomyocyte Model with Mechano-Calcium Feedback Effect
Fazeelat Mazhar, Francesco Regazzoni, Chiara Bartolucci, Cristiana Corsi, Luca Dede', Alfio Quarteroni, Stefano Severi
Project DOI
Electromechanical modeling of cardiac arrhythmias
Matteo Salvador, Francesco Regazzoni, Stefano Pagani, Luca Dede', Alfio Quarteroni
PDF Project DOI
Neural networks based real-time simulations of cardiac electromechanics
Francesco Regazzoni, Matteo Salvador, Luca Dede', Alfio Quarteroni
PDF Project Project DOI
Physics-informed Neural Networks for parameter estimation in cardiac mechanics
Stefano Pagani, Francesco Regazzoni, Matteo Salvador, Daniel Fraulin, Filippo Zacchei, Alfio Quarteroni
PDF Project Project DOI
A physiologically detailed 3D-0D closed-loop model for the simulation of cardiac electromechanics
Roberto Piersanti, Francesco Regazzoni, Matteo Salvador, Luca Dede', Christian Vergara, Alfio Quarteroni
PDF Project
An electromechanical model of the entire human heart coupled with a lumped parameters model of the circulatory system
Marco Fedele, Roberto Piersanti, Francesco Regazzoni, Matteo Salvador, Pasquale Claudio Africa, Michele Bucelli, Luca Dede', Alfio Quarteroni
PDF Project
Machine learning based real-time simulation of the cardiac electromechanical function enabling global sensitivity analysis and bayesian parameter estimation
Francesco Regazzoni, Matteo Salvador, Luca Dede', Alfio Quarteroni
PDF Project Project
Multiphysics and multiscale models for the numerical simulation of the cardiac function
Luca Dede', Pasquale Claudio Africa, Michele Bucelli, Marco Fedele, Roberto Piersanti, Alfio Quarteroni, Francesco Regazzoni, Matteo Salvador, Alberto Zingaro
PDF Project Project
Non-intrusive and mesh-free neural network models of parametrized differential equations with variable geometry
Stefano Pagani, Francesco Regazzoni, Luca Dede', Alfio Quarteroni
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