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Fast and robust parameter estimation with uncertainty quantification for the cardiac function
Matteo Salvador, Francesco Regazzoni, Luca Dede', Alfio Quarteroni
Project Project DOI
The role of mechano-electric feedbacks and hemodynamic coupling in scar-related ventricular tachycardia
Matteo Salvador, Francesco Regazzoni, Stefano Pagani, Luca Dede', Natalia Trayanova, Alfio Quarteroni
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Modeling the cardiac electromechanical function: a mathematical journey
Alfio Quarteroni, Luca Dede', Francesco Regazzoni
PDF Project Project DOI
A physics-informed multi-fidelity approach for the estimation of differential equations parameters in low-data or large-noise regimes
Francesco Regazzoni, Stefano Pagani, Alessandro Cosenza, Alessandro Lombardi, Alfio Quarteroni
Project DOI
Accelerating the convergence to a limit cycle in 3D cardiac electromechanical simulations through a data-driven 0D emulator
Francesco Regazzoni, Alfio Quarteroni
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Mathematical and numerical models for the cardiac electromechanical function
Luca Dede', Alfio Quarteroni, Francesco Regazzoni
Project Project DOI
Modeling the cardiac response to hemodynamic changes associated with COVID-19: a computational study
Luca Dede', Francesco Regazzoni, Christian Vergara, Paolo Zunino, Marco Guglielmo, Roberto Scrofani, Laura Fusini, Chiara Cogliati, Gianluca Pontone, Alfio Quarteroni
Project DOI
Combining Data Assimilation and Machine Learning to build data-driven models for unknown long time dynamics - Applications in cardiovascular modeling
Francesco Regazzoni, Dominique Chapelle, Philippe Moireau
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An oscillation-free fully staggered algorithm for velocity-dependent active models of cardiac mechanics
Francesco Regazzoni, Alfio Quarteroni
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Biophysically detailed mathematical models of multiscale cardiac active mechanics
Francesco Regazzoni, Luca Dede', Alfio Quarteroni
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