Sfoglia per Autore
Finite Element Approximation of a Time-Dependent Topology Optimization Problem
2016-01-01 Bruggi, Matteo; Parolini, Nicola; Regazzoni, Francesco; Verani, Marco
Active contraction of cardiac cells: a reduced model for sarcomere dynamics with cooperative interactions
2018-01-01 Regazzoni, F.; Dede', L.; Quarteroni, A.
Topology optimization with a time-integral cost functional
2018-01-01 Bruggi, M.; Parolini, N.; Regazzoni, Francesco; Verani, M.
Topology optimization of multiple anisotropic materials, with application to self-assembling diblock copolymers
2018-01-01 Regazzoni, F.; Parolini, N.; Verani, M.
Machine learning for fast and reliable solution of time-dependent differential equations
2019-01-01 Regazzoni, F.; Dedè, L.; Quarteroni, A.
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
2020-01-01 Quarteroni, A.; Dede', L.; Regazzoni, F.
Biophysically detailed mathematical models of multiscale cardiac active mechanics
2020-01-01 Regazzoni, F.; Dede', L.; Quarteroni, A.
Machine learning of multiscale active force generation models for the efficient simulation of cardiac electromechanics
2020-01-01 Regazzoni, F.; Dede, L.; Quarteroni, A.
COMPUTER-IMPLEMENTED METHOD FOR THE GENERATION OF A MATHEMATICAL MODEL WITH REDUCED COMPUTATIONAL COMPLEXITY
2021-01-01 Dede', L.; Quarteroni, A.; Regazzoni, F.
Active Force Generation in Cardiac Muscle Cells: Mathematical Modeling and Numerical Simulation of the Actin-Myosin Interaction
2021-01-01 Regazzoni, F.; Dede', L.; Quarteroni, A.
Accelerating the convergence to a limit cycle in 3D cardiac electromechanical simulations through a data-driven 0D emulator
2021-01-01 Regazzoni, F.; Quarteroni, A.
Combining data assimilation and machine learning to build data-driven models for unknown long time dynamics—Applications in cardiovascular modeling
2021-01-01 Regazzoni, F.; Chapelle, D.; Moireau, P.
Electro-Mechanical Coupling in Human Atrial Cardiomyocytes: Model Development and Analysis of Inotropic Interventions
2021-01-01 Mazhar, Fazeelat; Regazzoni, Francesco; Bartolucci, Chiara; Corsi, Cristiana; Dede, Luca; Quarteroni, Alfio; Severi, Stefano
A physics-informed multi-fidelity approach for the estimation of differential equations parameters in low-data or large-noise regimes
2021-01-01 Regazzoni, Francesco; Pagani, Stefano; Cosenza, Alessandro; Lombardi, Alessandro; Quarteroni, ALFIO MARIA
Mathematical and numerical models for the cardiac electromechanical function
2021-01-01 Dede', Luca; Quarteroni, ALFIO MARIA; Regazzoni, Francesco
Modeling the cardiac response to hemodynamic changes associated with COVID-19: a computational study
2021-01-01 Dede', Luca; Regazzoni, Francesco; Vergara, Christian; Zunino, Paolo; Guglielmo, Marco; Scrofani, Roberto; Fusini, Laura; Cogliati, Chiara; Pontone, Gianluca; Quarteroni, ALFIO MARIA
An oscillation-free fully staggered algorithm for velocity-dependent active models of cardiac mechanics
2021-01-01 Regazzoni, F.; Quarteroni, A.
Non-intrusive and mesh-free neural network models of parametrized differential equations with variable geometry
2022-01-01 Pagani, S.; Regazzoni, F.; Dede', L.; Quarteroni, A.
Machine learning based real-time simulation of the cardiac electromechanical function enabling global sensitivity analysis and bayesian parameter estimation
2022-01-01 Regazzoni, F.; Salvador, M.; Dede', L.; Quarteroni, A.
Multiphysics and multiscale models for the numerical simulation of the cardiac function
2022-01-01 Dede', L.; Africa, P.; Bucelli, M.; Fedele, M.; Piersanti, R.; Quarteroni, A.; Regazzoni, F.; Salvador, M.; Zingaro, A.
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