Francesco Regazzoni

66/2026

A stability-preserving polytopal discontinuous Galerkin method for the Fisher-Kolmogorov model with applications to neurodegenerative diseases

ANTONIETTI, P.F.;BONIZZONI, F.;CORTI, M.; DE MARCH, N.;DI NOTO, S.;REGAZZONI, F. July 28, 2026

41/2026

Physics-constrained identification of graph-based thermal networks for spacecraft digital twins

SOSTA, L.; CIANCARELLI, C; MARINI, L.; PAGANI, S.; REGAZZONI, F.; PAROLINI, N. May 28, 2026

31/2026

The functional impact of myofiber macroscopic organization and disarray in computational models of the murine heart

GUASTAMACCHIA, C.; PIERSANTI, R; GIARDINI, F.; COPPINI, R.; FERRANTINI C.; DEDE’ L.; SACCONI L.; REGAZZONI F. April 4, 2026

30/2026

The internal law of a material can be discovered from its boundary

REGAZZONI, F. March 31, 2026

23/2026

Elimination-compensation pruning for fully-connected neural networks

BALLINI, E.; MUSCARNERA, L.; FUMAGALLI, A.; SCOTTI, A.; REGAZZONI, F. March 4, 2026

26/2026

Learning geometry-dependent lead-field operators for forward ECG modeling

DOKUCHAEV, A.; BONIZZONI, F.; PAGANI, S.; REGAZZONI, F.; PEZZUTO, S. March 4, 2026

25/2026

Shape-informed cardiac mechanics surrogates in data-scarce regimes via geometric encoding and generative augmentation

CARRARA, D.; HIRSCHVOGEL, M.; BONIZZONI, F.; PAGANI, S.; PEZZUTO, S.; REGAZZONI, F. March 4, 2026

64/2025

Cardiocirculatory Computational Models for the Study of Hypertension

CELORA, S.; TONINI, A.; REGAZZONI, F.; DEDE', L. PARATI, G.; QUARTERONI, A. October 21, 2025

56/2025

Improvements on uncertainty quantification with variational autoencoders

TONINI, A.; BUI-THANH, T.; REGAZZONI, F.; DEDE', L; QUARTERONI, A. September 14, 2025

16/2025

Influence of cellular mechano-calcium feedback in numerical models of cardiac electromechanics

RADISIC, I.; REGAZZONI, F.; BUCELLI, M.; PAGANI, S.; DEDE', L.; QUARTERONI, A. April 4, 2025

09/2025

Combining physics-based and data-driven models: advancing the frontiers of research with Scientific Machine Learning

QUARTERONI, A.; GERVASIO, P.; REGAZZONI, F. February 3, 2025

108/2024

A software benchmark for cardiac elastodynamics

AROSTICA, R.; NOLTE, D.; BROWN, A.; GEBAUER, A.; KARABELAS, E.; JILBERTO, J.; SALVADOR, M.; BUCELLI, M.; PIERSANTI, R.; OSOULI, K.; AUGUSTIN, C.; FINSBERG, H.; SHI, L.; HIRSCHVOGEL, M.; PFALLER, M.; AFRICA, P.C.; GSELL, M.; MARSDEN, A.; NORDSLETTEN, D.; REGAZZONI, F.; PLANK, G.; SUNDNES, J.; DEDE’, L.; PEIRLINCK, M.; VEDULA, V.; WALL, W.; BERTOGLIO, C. December 27, 2024

88/2024

Elucidating the cellular determinants of the end-systolic pressure-volume relationship of the heart via computational modelling

REGAZZONI, F.; POGGESI, C.; FERRANTINI, C. November 9, 2024

78/2024

A model learning framework for inferring the dynamics of transmission rate depending on exogenous variables for epidemic forecasts

ZIARELLI, G.; PAGANI, S.; PAROLINI, N.; REGAZZONI, F.; VERANI, M. October 16, 2024

71/2024

Shape-informed surrogate models based on signed distance function domain encoding

ZHANG, L.; PAGANI, S.; ZHANG, J.; REGAZZONI, F. September 19, 2024

40/2024

Implicit neural field reconstruction on complex shapes from scattered and noisy data

CARRARA, D.; REGAZZONI, F.; PAGANI, S. May 30, 2024

38/2024

Two new calibration techniques of lumped-parameter mathematical models for the cardiovascular system

TONINI, A., REGAZZONI, F., SALVADOR, M., DEDE', L., SCROFANI, R., FUSINI, L., COGLIATI, C., PONTONE, G., VERGARA, C., QUARTERONI, A. May 20, 2024

26/2024

Robust radial basis function interpolation based on geodesic distance for the numerical coupling of multiphysics problems

BUCELLI, M.; REGAZZONI, F.; DEDE', L.; QUARTERONI, A. March 6, 2024

14/2024

An integrated heart-torso electromechanical model for the simulation of electrophysiological outputs accounting for myocardial deformation

ZAPPON, E.; SALVADOR, M.; PIERSANTI, R.; REGAZZONI, F.; DEDE', L.; QUARTERONI, A. February 9, 2024

10/2024

Personalized Computational Electro-mechanics Simulations to Optimize Cardiac Resynchronization Therapy

CAPUANO E.; REGAZZONI F.; MAINES M.; FORNARA S.; LOCATELLI V.; CATANZARITI D.; STELLA S.; NOBILE F.; DEL GRECO M.; VERGARA C. January 25, 2024

95/2023

Reconstructing relaxed configurations in elastic bodies: mathematical formulation and numerical methods for cardiac modeling

BARNAFI, N. A.; REGAZZONI, F.; RICCOBELLI, D. November 28, 2023

61/2023

lifex-ep: a robust and efficient software for cardiac electrophysiology simulations

AFRIACA, P.C.A; PIERSANTI, R.; REGAZZONI, F.; BUCELLI, M.; SALVADOR, M.; FEDELE, M.; PAGANI, S.; DEDE', L.; QUARTERONI, A. August 4, 2023

57/2023

An optimally convergent Fictitious Domain method for interface problems

REGAZZONI, F. July 24, 2023

58/2023

Personalized pressure conditions and calibration for a predictive computational model of coronary and myocardial blood flow

MONTINO PELAGI, G.; BAGGIANO, A.; REGAZZONI, F.; FUSINI, L.; ALì, M.; PONTONE, G.; VALBUSA, G.; VERGARA, C. July 24, 2023

51/2023

Preserving the positivity of the deformation gradient determinant in intergrid interpolation by combining RBFs and SVD: application to cardiac electromechanics

BUCELLI, M.; REGAZZONI, F.; DEDE', L.; QUARTERONI, A. June 2, 2023

42/2023

A mathematical model to assess the effects of COVID-19 on the cardiocirculatory system

TONINI, A.; VERGARA, C.; REGAZZONI, F.; DEDè, L.; SCROFANI, R.; COGLIATI, C.; QUARTERONI, A. May 11, 2023

37/2023

Latent Dynamics Networks (LDNets): learning the intrinsic dynamics of spatio-temporal processes

REGAZZONI, F.; PAGANI, S.; SALVADOR, M.; DEDE’, L.; QUARTERONI, A. April 29, 2023

28/2023

A comprehensive mathematical model for myocardial perfusion

ZINGARO, A.; VERGARA, C.; DEDE', L.; REGAZZONI, F.; QUARTERONI, A. March 24, 2023

MOX

04/2023

A mathematical model of the human heart suitable to address clinical problems

QUARTERONI, A.; DEDE’, L.; REGAZZONI, F.; VERGARA, C. January 10, 2023

01/2023

An electromechanics-driven fluid dynamics model for the simulation of the whole human heart

ZINGARO, A.; BUCELLI, M.; PIERSANTI, R.; REGAZZONI, F.; DEDE', L.; QUARTERONI, A. January 5, 2023

MOX

74/2022

Fast and robust parameter estimation with uncertainty quantification for the cardiac function

SALVADOR, M.; REGAZZONI, F.; DEDE', L.; QUARTERONI, A. October 19, 2022

MOX

57/2022

Computational analysis of cardiovascular effects of COVID- 19 infection in children

RUFFINO, L.; SANTORO, A.; SPARVIERI, S.; REGAZZONI, F.; ADEBO, D.A.; QUARTERONI, A.; VERGARA, C.; CORNO, A.F. August 15, 2022

52/2022

A comprehensive and biophysically detailed computational model of the whole human heart electromechanics

FEDELE, M.; PIERSANTI, R.; REGAZZONI, F.; SALVADOR, M.; AFRICA, P. C.; BUCELLI, M.; ZINGARO, A.; DEDE', L.; QUARTERONI, A. July 28, 2022

MOX

22/2022

Universal Solution Manifold Networks (USM-Nets): non-intrusive mesh-free surrogate models for problems in variable domains

REGAZZONI, F.; PAGANI, S.; QUARTERONI, A. April 17, 2022

MOX

17/2022

Stabilization of staggered time discretization schemes for 0D-3D fluid-structure interaction problems

REGAZZONI, F. April 11, 2022

MOX

68/2021

A machine learning method for real-time numerical simulations of cardiac electromechanics

REGAZZONI, F.; SALVADOR, M.; DEDE', L.; QUARTERONI, A. November 3, 2021

MOX

67/2021

The role of mechano-electric feedbacks and hemodynamic coupling in scar-related ventricular tachycardia

SALVADOR, M.; REGAZZONI, F.; PAGANI, S.; DEDE', L.; TRAYANOVA, N.; QUARTERONI, A. November 3, 2021

MOX

59/2021

A fast cardiac electromechanics model coupling the Eikonal and the nonlinear mechanics equations

STELLA, S.; REGAZZONI, F.; VERGARA, C.; DEDE', L.; QUARTERONI, A. September 27, 2021

MOX

57/2021

3D-0D closed-loop model for the simulation of cardiac biventricular electromechanics

ROBERTO PIERSANTI, FRANCESCO REGAZZONI, MATTEO SALVADOR, ANTONIO F. CORNO, LUCA DEDE', CHRISTIAN VERGARA, ALFIO QUARTERONI August 24, 2021

MOX

35/2021

Accelerating the convergence to a limit cycle in 3D cardiac electromechanical simulations through a data-driven 0D emulator

REGAZZONI, F.; QUARTERONI, A. June 4, 2021

MOX

24/2021

Combining Data Assimilation and Machine Learning to build data-driven models for unknown long time dynamics - Applications in cardiovascular modeling

REGAZZONI, F.; CHAPELLE, D.; MOIREAU, P. April 26, 2021

MOX

79/2020

A cardiac electromechanics model coupled with a lumped parameters model for closed-loop blood circulation. Part I: model derivation

REGAZZONI, F.; SALVADOR, M.; AFRICA, P.C.; FEDELE, M.; DEDE', L.; QUARTERONI, A. November 25, 2020

MOX

78/2020

A cardiac electromechanics model coupled with a lumped parameters model for closed-loop blood circulation. Part II: numerical approximation

REGAZZONI, F.; SALVADOR, M.; AFRICA, P.C.; FEDELE, M.; DEDE', L.; QUARTERONI, A. November 25, 2020

MOX

57/2020

An oscillation-free fully partitioned scheme for the numerical modeling of cardiac active mechanics

REGAZZONI, F.; QUARTERONI, A. August 7, 2020

MOX

43/2020

Modeling the effect of COVID-19 on the cardiac function: A computational study

DEDE’, L.; REGAZZONI, F.; VERGARA, C.; ZUNINO, P.; GUGLIELMO, M.; SCROFANI, R.; FUSINI, L.;COGLIATI, C.; PONTONE, G.; QUARTERONI, A. June 23, 2020

MOX

28/2020

Biophysically detailed mathematical models of multiscale cardiac active mechanics

REGAZZONI, F.; DEDè, L.; QUARTERONI, A. May 8, 2020

MOX

45/2019

Active force generation in cardiac muscle cells: mathematical modeling and numerical simulation of the actin-myosin interaction

REGAZZONI, F.; DEDè, L.; QUARTERONI, A. November 20, 2019

MOX

33/2019

Machine learning of multiscale active force generation models for the efficient simulation of cardiac electromechanics

REGAZZONI, F.; DEDE', L.; QUARTERONI, A. September 4, 2019

MOX

01/2019

Machine learning for fast and reliable solution of time-dependent differential equations

REGAZZONI, F.; DEDè, L.; QUARTERONI, A. January 17, 2019

MOX

65/2017

Topology optimization of multiple anisotropic materials, with application to self-assembling diblock copolymers

REGAZZONI, F.;PAROLINI, N.;VERANI M. December 1, 2017

MOX

48/2017

Active contraction of cardiac cells: a reduced model for sarcomere dynamics with cooperative interactions

REGAZZONI, F.; DEDè, L.; QUARTERONI, A. August 30, 2017

MOX

14/2017

Finite Element approximation of an evolutionary Topology Optimization problem

BRUGGI, M.; PAROLINI, N.; REGAZZONI, F.; VERANI, M. March 2, 2017