Paolo Zunino

56/2026

Physics-Informed Learning of Microvascular Flow Models using Graph Neural Networks

BOTTA, P.; VITULLO, P.; VENTIMIGLIA, T.; LINNINGER, A.; ZUNINO, P. June 25, 2026

13/2026

Neural Preconditioning via Krylov Subspace Geometry

DIMOLA, N.; COCLITE, A.; ZUNINO, P. February 5, 2026

10/2026

Numerical Solution of Mixed-Dimensional PDEs Using a Neural Preconditioner

DIMOLA, N.; FRANCO, N. R.; ZUNINO, P. January 29, 2026

05/2026

A fictitious domain formulation based on hierarchical model reduction applied to drug-eluting stents

RANNO, A.; BALLARIN, F.; LESPAGNOL, F.; ZUNINO, P.; PEROTTO, S. January 13, 2026

61/2025

Mathematical modeling and sensitivity analysis of hypoxia-activated drugs

COCLITE, A; MONTANELLI ECCHER, R.; POSSENTI, L.; VITULLO, P.; ZUNINO, P. October 7, 2025

42/2025

Deep orthogonal decomposition: a continuously adaptive neural network approach to model order reduction of parametrized partial differential equations

FRANCO, N. R.; MANZONI, A.; ZUNINO, P.; HESTHAVEN, J. S. July 11, 2025

104/2024

Patient-specific prediction of glioblastoma growth via reduced order modeling and neural networks

CERRONE, D.; RICCOBELLI, D.; VITULLO, P.; BALLARIN, F.; FALCO, J.; ACERBI, F.; MANZONI, A.; ZUNINO, P.; CIARLETTA, P. December 7, 2024

86/2024

On the latent dimension of deep autoencoders for reduced order modeling of PDEs parametrized by random fields

FRANCO, N.R.; FRAULIN, D.; MANZONI, A.; ZUNINO, P. November 9, 2024

65/2024

Modeling Hypoxia Induced Radiation Resistance and the Impact of Radiation Sources

POSSENTI, L.; VITULLO, P.; CICCHETTI, A.; ZUNINO, P.; RANCATI, T. September 13, 2024

63/2024

Deep learning enhanced cost-aware multi-fidelity uncertainty quantification of a computational model for radiotherapy

VITULLO, P.; FRANCO, N.R.; ZUNINO, P. September 12, 2024

25/2024

Application of Deep Learning Reduced-Order Modeling for Single-Phase Flow in Faulted Porous Media

ENRICO BALLINI E LUCA FORMAGGIA E ALESSIO FUMAGALLI E ANNA SCOTTI E PAOLO ZUNINO March 6, 2024

105/2023

Uncertainty quantification for nonlinear solid mechanics using reduced order models with Gaussian process regression

CICCI, L.; FRESCA, S.; GUO, M.; MANZONI, A.; ZUNINO, P. December 16, 2023

101/2023

Hybrid dimensional models for blood flow and mass transport

FORMAGGIA, L.; ZUNINO, P. December 15, 2023

104/2023

A computational model of the tumor microenvironment applied to fractionated radiotherapy

POSSENTI, L.; GALLO, A.; VITULLO, P.; CICCHETTI, A.; RANCATI, T.; COSTANTINO, M.L.; ZUNINO, P. December 15, 2023

103/2023

Robust Preconditioning of Mixed-Dimensional PDEs on 3d-1d domains coupled with Lagrange Multipliers

DIMOLA N.; KUCHTA M.; MARDAL K.A.; ZUNINO P. December 15, 2023

98/2023

A mixed-dimensional formulation for the simulation of slender structures immersed in an incompressible flow

LESPAGNOL, F.; GRANDMONT, C.; ZUNINO, P.; FERNANDEZ, M.A. December 14, 2023

100/2023

Sensitivity analysis of a multi-physics model for the vascular microenvironment

VITULLO, P.; CICCI, L.; POSSENTI, L.; COCLITE, A.; COSTANTINO, M.L.; ZUNINO, P. December 14, 2023

68/2023

Nonlinear model order reduction for problems with microstructure using mesh informed neural networks

VITULLO, P.; COLOMBO, A.; FRANCO, N.R.; MANZONI, A.; ZUNINO, P. September 14, 2023

64/2023

Reduced Lagrange multiplier approach for non-matching coupling of mixed-dimensional domains

HELTAI, L.; ZUNINO, P. August 28, 2023

69/2022

Learning Operators with Mesh-Informed Neural Networks

FRANCO, N.R; MANZONI, A.; ZUNINO, P. October 19, 2022

MOX

45/2022

Approximation bounds for convolutional neural networks in operator learning

FRANCO, N.; FRESCA, S.; MANZONI, A.; ZUNINO, P. July 13, 2022

MOX

06/2022

T cell therapy against cancer: a predictive diffuse-interface mathematical model informed by pre-clinical studies

POZZI, G.; GRAMMATICA, B.; CHAABANE, L.; CATUCCI, M.; MONDINO, A.; ZUNINO, P.; CIARLETTA, P. February 2, 2022

MOX

95/2021

Prediction of myocardial blood flow under stress conditions by means of a computational model

DI GREGORIO, S.; VERGARA, C.; MONTINO PELAGI, G.; BAGGIANO, A.; ZUNINO, P.; GUGLIELMO, M.; FUSINI, L.; MUSCOGIURI, G.; ROSSI, A.; RABBAT, M.G.; QUARTERONI, A.; PONTONE, G. December 28, 2021

MOX

89/2021

Reduced models for the Poisson problem in perforated domains

BOULAKIA, M.; GRANDMONT, C.; LESPAGNOL, F.; ZUNINO, P. December 16, 2021

MOX

88/2021

Analysis and approximation of mixed-dimensional PDEs on 3D-1D domains coupled with Lagrange multipliers

KUCHTA, M.; LAURINO, F.; MARDAL, K.A.; ZUNINO, P. December 16, 2021

MOX

87/2021

Iterative splitting schemes for a soft material poromechanics model

BOTH, J.W.; BARNAFI, N.A.; RADU, F.A.; ZUNINO, P.; QUARTERONI, A. December 16, 2021

MOX

86/2021

A Mesoscale Computational Model for Microvascular Oxygen Transfer

POSSENTI, L.; CICCHETTI, A.; ROSATI, R.; CERRONI, D.; COSTANTINO, M.L.; RANCATI, T.; ZUNINO, P. December 16, 2021

MOX

71/2021

A Deep Learning approach to Reduced Order Modelling of parameter dependent Partial Differential Equations

FRANCO, N.; MANZONI, A.; ZUNINO, P. November 16, 2021

MOX

39/2021

A multiscale poromechanics model integratingmyocardial perfusion and systemic circulation

BARNAFI, N.; DI GREGORIO, S.; DEDE', L.; ZUNINO, P.; VERGARA, C.; QUARTERONI, A. June 15, 2021

MOX

61/2020

Mathematical and numerical modeling of atherosclerotic plaque progression based on fluid-structure interaction

POZZI, S.; REDAELLI, A.; VERGARA, C.; VOTTA, E.; ZUNINO, P. September 10, 2020

MOX

59/2020

High-Order Interaction Learning via Targeted Pattern Search

MASSI, M.C.; FRANCO, N.R; IEVA, F.; MANZONI, A.; PAGANONI, A.M.; ZUNINO, P. 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

30/2020

A deep learning approach validates genetic risk factors for late toxicity after prostate cancer radiotherapy in a REQUITE multinational cohort

MASSI, M.C., GASPERONI, F., IEVA, F., PAGANONI, A.M., ZUNINO, P., MANZONI, A., FRANCO, N.R., ET AL. May 9, 2020

MOX

13/2020

A data-driven surrogate model for fluid-structure interaction in carotid arteries with plaque

POZZI S.; DOMANIN M.; FORZENIGO L.; VOTTA E.; ZUNINO P.; REDAELLI A.; VERGARA C. February 20, 2020

MOX

53/2019

Multiscale modeling of glacial loading by a 3D Thermo-Hydro-Mechanical approach including erosion and isostasy

CERRONI, D., PENATI, M.; PORTA, G.; MIGLIO, E.; ZUNINO, P.; RUFFO, P. December 12, 2019

MOX

52/2019

Numerical solvers for a poromechanic problem with a moving boundary

CERRONI, D.; RADU, A. R. ; ZUNINO, P. December 12, 2019

MOX

50/2019

A tissue chamber chip for assessing nanoparticle mobility in the extravascular space

LUSI, V.; MOORE, T. L.; LAURINO, F.; COCLITE, A.; PERREIRA, R.; RIZZUTI, I.; PALOMBA, R.; ZUNINO, P.; DUOCASTELLA, M.; MIZRAHY, S.; PEER, D.; DECUZZI, P. December 7, 2019

MOX

49/2019

In silico model of the early effects of radiation therapy on the microcirculation and the surrounding tissues

CICCHETTI, A.; LAURINO, F.; POSSENTI, L.; RANCATI, T.; ZUNINO, P. December 7, 2019

MOX

48/2019

A multiscale computational model of myocardial perfusion in the human heart

DI GREGORIO, S.; FEDELE, M.; PONTONE, G.; CORNO, A.F.; ZUNINO, P.; VERGARA, C.; QUARTERONI, A. December 3, 2019

MOX

23/2019

Derivation and analysis of coupled PDEs on manifolds with high dimensionality gap arising from topological model reduction

LAURINO, F; ZUNINO, P. July 5, 2019

MOX

61/2018

A Computational Framework for Fluid-Porous Structure Interaction with Large Structural Deformation

ZAKERZADEH, R.; ZUNINO P. December 13, 2018

MOX

55/2018

Mathematical analysis, finite element approximation and numerical solvers for the interaction of 3D reservoirs with 1D wells

CERRONI, D.; LAURINO, F.; ZUNINO, P. October 30, 2018

MOX

52/2018

A computational model for microcirculation including Fahraeus-Lindqvist effect, plasma skimming and fluid exchange with the tissue interstitium

POSSENTI, L.; DI GREGORIO, S.; GEROSA, F.M.; RAIMONDI, G.; CASAGRANDE, G.; COSTANTINO, M.L.; ZUNINO, P. October 30, 2018

MOX

35/2018

Numerical simulations of the microvascular fluid balance with a non-linear model of the lymphatic system

POSSENTI, L.; CASAGRANDE, G.; DI GREGORIO, S.; ZUNINO, P.; COSTANTINO, M.L. June 3, 2018

MOX

34/2018

A muliscale computational approach for the interaction of functionalized nanoparticles with the miscrovasculature

LAURINO, F.; COCLITE, A.; TIOZZO, A.; DECUZZI, P.; ZUNINO, P.; June 3, 2018

MOX

36/2017

Mathematical modelling, analysis and numerical approximation of second order elliptic problems with inclusions

KOEPPL, T.; VIDOTTO, E.; WOHLMUTH, B.; ZUNINO, P. July 9, 2017

MOX

19/2017

Unfitted FEM for modelling the interaction of multiple fractures in a poroelastic medium

GIOVANARDI, B.; FORMAGGIA, L.; SCOTTI, A.; ZUNINO P. March 14, 2017

MOX

18/2017

A Lagrange multiplier method for a Stokes-Biot fluid-poroelastic structure interaction model

AMBARTSUMYAN, I.; KHATTATOV, E.; YOTOV, I.; ZUNINO, P. March 14, 2017

MOX

45/2016

DIMENSIONAL MODEL REDUCTION FOR FLOW THROUGH FRACTURES IN POROELASTIC MEDIA

BUKAC, M.; YOTOV, I.; ZUNINO, P. November 8, 2016

MOX

44/2016

A Mixed Finite Element Method for Modeling the Fluid Exchange between Microcirculation and Tissue Interstitium

NOTARO, D.; CATTANEO, L.; FORMAGGIA, L.; SCOTTI, A.; ZUNINO, P. November 8, 2016

MOX

43/2016

A multiscale modeling approach to transport of nano-constructs in biological tissues

AMBROSI, D.; CIARLETTA, P.; DE FALCO, C.; TAFFETANI, M.; ZUNINO, P. November 8, 2016

MOX

42/2016

Distributed and lumped parameter models for the characterization of high throughput bioreactors

IANNETTI, L.; D'URSO, G.; CONOSCENTI, G.; CUTRI, E.; TUAN, R.S.; RAIMONDI, M.T.; GOTTARDI, R.; ZUNINO, P. November 8, 2016

MOX

08/2014

A computational model of drug delivery through microcirculation to compare different tumor treatments

CATTANEO, L; ZUNINO, P. February 3, 2014

MOX

35/2013

Stabilized extended finite elements for the approximation of saddle point problems with unfitted interfaces

CATTANEO, L.; FORMAGGIA, L.; IORI G. F.; SCOTTI, A,; ZUNINO, P. August 24, 2013

MOX

25/2013

Computational models for coupling tissue perfusion and microcirculation

CATTANEO, LAURA; ZUNINO, PAOLO May 29, 2013

MOX

05/2013

Simulation of oxygen transfer in stented arteries and correlation with in-stent restenosis

CAPUTO, M.; CHIASTRA, C.; CIANCIOLO, C.; CUTRI , E.; DUBINI, G.; GUNN, J.; KELLER, B.; ZUNINO, P.; February 16, 2013

MOX

04/2013

Stent deformation, physical stress, and drug elution obtained with provisional stenting, conventional culotte and Tryton-based culotte to treat bifurcations: a virtual simulation study

MORLACCHI, S.; CHIASTRA, C.; CUTRì, E.; ZUNINO, P.; BURZOTTA, F.; FORMAGGIA, L.; DUBINI, G.; MIGLIAVACCA, F. January 21, 2013

MOX

16/2012

Drug delivery patterns for different stenting techniques in coronary bifurcations: a comparative computational study

CUTRI', E.; ZUNINO, P.; MORLACCHI, S.; CHIASTRA, C.; MIGLIAVACCA, F. March 14, 2012

MOX

40/2011

Model reduction strategies enable computational analysis of controlled drug release from cardiovascular stents

D ANGELO, C.; ZUNINO, P.; PORPORA, A.; MORLACCHI, S.; MIGLIAVACCA, F. November 23, 2011

MOX

41/2011

Numerical Approximation of Large Contrast Problems with the Unfitted Nitsche Method

BURMAN, E.; ZUNINO, P.; November 23, 2011

MOX

38/2011

Numerical treatment of boundary conditions to replace lateral branches in haemodynamics

PORPORA A., ZUNINO P., VERGARA C., PICCINELLI M. November 14, 2011

MOX

11/2011

Stent a rilascio di farmaco: una storia di successo per la matematica applicata

FORMAGGIA, L.; MINISINI, S.; ZUNINO, P. February 20, 2011

MOX

10/2011

Multiscale computational analysis of degradable polymers

ZUNINO, P.; VESENTINI, S.; PORPORA, A.; SOARES, J.S.; GAUTIERI, A.; REDAELLI, A. February 19, 2011

MOX

22/2010

Numerical approximation with Nitsche s coupling of transient Stokes /Darcy s flow problems applied to hemodynamics

D'ANGELO, CARLO; ZUNINO, PAOLO July 12, 2010

MOX

12/2010

A multiphysics/multiscale numerical simulation of scaffold-based cartilage regeneration under interstitial perfusion in a bioreactor

SACCO, RICCARDO; CAUSIN, PAOLA; ZUNINO, PAOLO; RAIMONDI, MANUELA T. April 21, 2010

MOX

11/2010

Controlled release with finite dissolution rate

BISCARI, PAOLO; MINISINI, SARA; PIEROTTI, DARIO; VERZINI, GIANMARIA; ZUNINO, PAOLO April 20, 2010

MOX

35/2009

Robust numerical approximation of coupled Stokes and Darcy flows applied to vascular hemodynamics and biochemical transport

D'ANGELO, CARLO; ZUNINO, PAOLO December 15, 2009

MOX

22/2009

Modeling erosion controlled drug release and transport phenomena in the arterial tissue

FORMAGGIA, LUCA; MINISINI, SARA; ZUNINO, PAOLO August 21, 2009

MOX

18/2009

A mathematical model for water uptake, degradation, erosion and drug release from degradable polydisperse polymeric networks

SILVA SOARES, JOAO; ZUNINO, PAOLO July 23, 2009

MOX

10/2009

Numerical approximation of incompressible flows with net flux defective boundary conditions by means of penalty techniques

ZUNINO, PAOLO March 20, 2009

MOX

14/2008

A finite element method based on weighted interior penalties for heterogeneous incompressible flows

D'ANGELO, CARLO; ZUNINO, PAOLO July 1, 2008

MOX

3/2008

Numerical simulation of drug eluting coronary stents: mechanics, fluid dynamics and drug release

ZUNINO, PAOLO; D'ANGELO, CARLO; PETRINI, LORENZA; VERGARA, CHRISTIAN; CAPELLI, CLAUDIO; MIGLIAVACCA, FRANCESCO January 30, 2008

MOX

15/2007

Multiscale modeling and simulation of drug release from cardiovascular stents

VERGARA, CHRISTIAN; ZUNINO, PAOLO October 16, 2007

MOX

13/2007

Discontinuous Galerkin methods based on weighted interior penalties for second order PDEs with non-smooth coefficients

ZUNINO PAOLO August 30, 2007

MOX

07/2007

A Discontinuous Galerkin method with weighted averages for advection-diffusion equations with locally vanishing and anisotropic diffusivity

ERN, ALEXANDRE; STEPHANSEN, ANNETTE F.; ZUNINO, PAOLO March 22, 2007

MOX

MOX 93

Expansion and drug elution model of a coronary stent

MIGLIAVACCA, FRANCESCO.; GERVASO, FRANCESCA; PROSI, MARTIN; ZUNINO, PAOLO; MINISINI, SARA; FORMAGGIA, LUCA; DUBINI, GABRIELE October 31, 2006

MOX

MOX 91

A domain decomposition method based on weighted interior penalties for advection-diffusion-reaction problems

BURMAN, ERIK; ZUNINO, PAOLO October 24, 2006

MOX

MOX 82

The non-circular shape of FloWatch®-PAB prevents the need for pulmonary

CORNO, A.F.; PROSI, M.; FRIDEZ, P.; ZUNINO, P.; QUARTERONI, A.;VON SEGESSER, L.K. April 10, 2006