| Machine learning for fast and reliable solution of time-dependent differential equations F Regazzoni, L Dedè, A Quarteroni Journal of Computational Physics 397, 2019 | 125 | 2019 |
| A cardiac electromechanical model coupled with a lumped-parameter model for closed-loop blood circulation F Regazzoni, M Salvador, PC Africa, M Fedele, L Dedè, A Quarteroni Journal of Computational Physics 457, 111083, 2022 | 70 | 2022 |
| Machine learning of multiscale active force generation models for the efficient simulation of cardiac electromechanics F Regazzoni, L Dedè, A Quarteroni Computer Methods in Applied Mechanics and Engineering 370, 113268, 2020 | 64 | 2020 |
| Biophysically detailed mathematical models of multiscale cardiac active mechanics F Regazzoni, L Dedè, A Quarteroni PLoS computational biology 16 (10), e1008294, 2020 | 58 | 2020 |
| A comprehensive and biophysically detailed computational model of the whole human heart electromechanics M Fedele, R Piersanti, F Regazzoni, M Salvador, PC Africa, M Bucelli, ... Computer Methods in Applied Mechanics and Engineering 410, 115983, 2023 | 51 | 2023 |
| 3D–0D closed-loop model for the simulation of cardiac biventricular electromechanics R Piersanti, F Regazzoni, M Salvador, AF Corno, C Vergara, L Dede', ... Computer Methods in Applied Mechanics and Engineering 391, 114607, 2022 | 42 | 2022 |
| Active contraction of cardiac cells: a reduced model for sarcomere dynamics with cooperative interactions F Regazzoni, L Dedè, A Quarteroni Biomechanics and modeling in mechanobiology 17 (6), 1663-1686, 2018 | 39 | 2018 |
| A machine learning method for real-time numerical simulations of cardiac electromechanics F Regazzoni, M Salvador, L Dedè, A Quarteroni Computer methods in applied mechanics and engineering 393, 114825, 2022 | 37 | 2022 |
| The role of mechano-electric feedbacks and hemodynamic coupling in scar-related ventricular tachycardia M Salvador, F Regazzoni, S Pagani, N Trayanova, A Quarteroni Computers in Biology and Medicine 142, 105203, 2022 | 31 | 2022 |
| Active force generation in cardiac muscle cells: mathematical modeling and numerical simulation of the actin-myosin interaction F Regazzoni, L Dedè, A Quarteroni Vietnam Journal of Mathematics, 1-32, 2020 | 31 | 2020 |
| Accelerating the convergence to a limit cycle in 3D cardiac electromechanical simulations through a data-driven 0D emulator F Regazzoni, A Quarteroni Computers in Biology and Medicine 135, 104641, 2021 | 23 | 2021 |
| Combining data assimilation and machine learning to build data‐driven models for unknown long time dynamics—applications in cardiovascular modeling F Regazzoni, D Chapelle, P Moireau International Journal for Numerical Methods in Biomedical Engineering 37 (7 …, 2021 | 21 | 2021 |
| An oscillation-free fully staggered algorithm for velocity-dependent active models of cardiac mechanics F Regazzoni, A Quarteroni Computer Methods in Applied Mechanics and Engineering 373, 113506, 2021 | 20* | 2021 |
| Mathematical modeling and machine learning for the numerical simulation of cardiac electromechanics F Regazzoni Politecnico di Milano, 2020 | 20 | 2020 |
| Topology optimization of multiple anisotropic materials, with application to self-assembling diblock copolymers F Regazzoni, N Parolini, M Verani Computer Methods in Applied Mechanics and Engineering 338, 562-596, 2018 | 19 | 2018 |
| A cardiac electromechanics model coupled with a lumped parameters model for closed-loop blood circulation. Part II: numerical approximation F Regazzoni, M Salvador, PC Africa, M Fedele, L Dede, A Quarteroni arXiv preprint arXiv:2011.15051, 2020 | 17 | 2020 |
| Modeling the cardiac response to hemodynamic changes associated with COVID-19: a computational study L Dedè, F Regazzoni, C Vergara, P Zunino, M Guglielmo, R Scrofani, ... Mathematical Biosciences and Engineering 18 (4), 3364-3383, 2021 | 14 | 2021 |
| An electromechanics-driven fluid dynamics model for the simulation of the whole human heart A Zingaro, M Bucelli, R Piersanti, F Regazzoni, A Quarteroni Journal of Computational Physics, 112885, 2024 | 13 | 2024 |
| Topology optimization with a time-integral cost functional M Bruggi, N Parolini, F Regazzoni, M Verani Finite Elements in Analysis and Design 140, 11-22, 2018 | 12 | 2018 |
| A physics-informed multi-fidelity approach for the estimation of differential equations parameters in low-data or large-noise regimes F Regazzoni, S Pagani, A Cosenza, A Lombardi, A Quarteroni Rendiconti Lincei 32 (3), 437-470, 2021 | 11 | 2021 |
Alfio QuarteroniProfessor of Mathematics, Politecnico di Milano, Milan, Italy and EPFL, Lausanne, SwitzerlandVerified email at polimi.it
