Paolo Zunino

Full Professor

Contact Information

Phone:
+39 02 2399 4530
Fax:
+39 02 2399 4568
Office:
Ed. 14 - Nave
Email:

Keywords

Computational learning
Advanced Numerical Methods for Scientific Computing
Geosciences/Protection of Land and Water Resources
Computational Medicine for the Cardiocirculatory System
Living Systems and Precision Medicine
SC4I/Digitization, Innovation, and Competitiveness of the Production System

Publications

    

Available MOX Reports

FRANCO, N.R.; FRAULIN, D.; MANZONI, A.; ZUNINO, P.
On the latent dimension of deep autoencoders for reduced order modeling of PDEs parametrized by random fields
POSSENTI, L.; VITULLO, P.; CICCHETTI, A.; ZUNINO, P.; RANCATI, T.
Modeling Hypoxia Induced Radiation Resistance and the Impact of Radiation Sources
VITULLO, P.; FRANCO, N.R.; ZUNINO, P.
Deep learning enhanced cost-aware multi-fidelity uncertainty quantification of a computational model for radiotherapy
ENRICO BALLINI E LUCA FORMAGGIA E ALESSIO FUMAGALLI E ANNA SCOTTI E PAOLO ZUNINO
Application of Deep Learning Reduced-Order Modeling for Single-Phase Flow in Faulted Porous Media
CICCI, L.; FRESCA, S.; GUO, M.; MANZONI, A.; ZUNINO, P.
Uncertainty quantification for nonlinear solid mechanics using reduced order models with Gaussian process regression
FORMAGGIA, L.; ZUNINO, P.
Hybrid dimensional models for blood flow and mass transport
POSSENTI, L.; GALLO, A.; VITULLO, P.; CICCHETTI, A.; RANCATI, T.; COSTANTINO, M.L.; ZUNINO, P.
A computational model of the tumor microenvironment applied to fractionated radiotherapy
DIMOLA N.; KUCHTA M.; MARDAL K.A.; ZUNINO P.
Robust Preconditioning of Mixed-Dimensional PDEs on 3d-1d domains coupled with Lagrange Multipliers
LESPAGNOL, F.; GRANDMONT, C.; ZUNINO, P.; FERNANDEZ, M.A.
A mixed-dimensional formulation for the simulation of slender structures immersed in an incompressible flow
VITULLO, P.; CICCI, L.; POSSENTI, L.; COCLITE, A.; COSTANTINO, M.L.; ZUNINO, P.
Sensitivity analysis of a multi-physics model for the vascular microenvironment
VITULLO, P.; COLOMBO, A.; FRANCO, N.R.; MANZONI, A.; ZUNINO, P.
Nonlinear model order reduction for problems with microstructure using mesh informed neural networks
HELTAI, L.; ZUNINO, P.
Reduced Lagrange multiplier approach for non-matching coupling of mixed-dimensional domains
FRANCO, N.R; MANZONI, A.; ZUNINO, P.
Learning Operators with Mesh-Informed Neural Networks
FRANCO, N.; FRESCA, S.; MANZONI, A.; ZUNINO, P.
Approximation bounds for convolutional neural networks in operator learning
POZZI, G.; GRAMMATICA, B.; CHAABANE, L.; CATUCCI, M.; MONDINO, A.; ZUNINO, P.; CIARLETTA, P.
T cell therapy against cancer: a predictive diffuse-interface mathematical model informed by pre-clinical studies
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.
Prediction of myocardial blood flow under stress conditions by means of a computational model
BOULAKIA, M.; GRANDMONT, C.; LESPAGNOL, F.; ZUNINO, P.
Reduced models for the Poisson problem in perforated domains
KUCHTA, M.; LAURINO, F.; MARDAL, K.A.; ZUNINO, P.
Analysis and approximation of mixed-dimensional PDEs on 3D-1D domains coupled with Lagrange multipliers
BOTH, J.W.; BARNAFI, N.A.; RADU, F.A.; ZUNINO, P.; QUARTERONI, A.
Iterative splitting schemes for a soft material poromechanics model
POSSENTI, L.; CICCHETTI, A.; ROSATI, R.; CERRONI, D.; COSTANTINO, M.L.; RANCATI, T.; ZUNINO, P.
A Mesoscale Computational Model for Microvascular Oxygen Transfer
FRANCO, N.; MANZONI, A.; ZUNINO, P.
A Deep Learning approach to Reduced Order Modelling of parameter dependent Partial Differential Equations
BARNAFI, N.; DI GREGORIO, S.; DEDE', L.; ZUNINO, P.; VERGARA, C.; QUARTERONI, A.
A multiscale poromechanics model integratingmyocardial perfusion and systemic circulation
POZZI, S.; REDAELLI, A.; VERGARA, C.; VOTTA, E.; ZUNINO, P.
Mathematical and numerical modeling of atherosclerotic plaque progression based on fluid-structure interaction
MASSI, M.C.; FRANCO, N.R; IEVA, F.; MANZONI, A.; PAGANONI, A.M.; ZUNINO, P.
High-Order Interaction Learning via Targeted Pattern Search
DEDE’, L.; REGAZZONI, F.; VERGARA, C.; ZUNINO, P.; GUGLIELMO, M.; SCROFANI, R.; FUSINI, L.;COGLIATI, C.; PONTONE, G.; QUARTERONI, A.
Modeling the effect of COVID-19 on the cardiac function: A computational study
MASSI, M.C., GASPERONI, F., IEVA, F., PAGANONI, A.M., ZUNINO, P., MANZONI, A., FRANCO, N.R., ET AL.
A deep learning approach validates genetic risk factors for late toxicity after prostate cancer radiotherapy in a REQUITE multinational cohort
POZZI S.; DOMANIN M.; FORZENIGO L.; VOTTA E.; ZUNINO P.; REDAELLI A.; VERGARA C.
A data-driven surrogate model for fluid-structure interaction in carotid arteries with plaque
CERRONI, D., PENATI, M.; PORTA, G.; MIGLIO, E.; ZUNINO, P.; RUFFO, P.
Multiscale modeling of glacial loading by a 3D Thermo-Hydro-Mechanical approach including erosion and isostasy
CERRONI, D.; RADU, A. R. ; ZUNINO, P.
Numerical solvers for a poromechanic problem with a moving boundary
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.
A tissue chamber chip for assessing nanoparticle mobility in the extravascular space
CICCHETTI, A.; LAURINO, F.; POSSENTI, L.; RANCATI, T.; ZUNINO, P.
In silico model of the early effects of radiation therapy on the microcirculation and the surrounding tissues
DI GREGORIO, S.; FEDELE, M.; PONTONE, G.; CORNO, A.F.; ZUNINO, P.; VERGARA, C.; QUARTERONI, A.
A multiscale computational model of myocardial perfusion in the human heart
LAURINO, F; ZUNINO, P.
Derivation and analysis of coupled PDEs on manifolds with high dimensionality gap arising from topological model reduction
ZAKERZADEH, R.; ZUNINO P.
A Computational Framework for Fluid-Porous Structure Interaction with Large Structural Deformation
CERRONI, D.; LAURINO, F.; ZUNINO, P.
Mathematical analysis, finite element approximation and numerical solvers for the interaction of 3D reservoirs with 1D wells
POSSENTI, L.; DI GREGORIO, S.; GEROSA, F.M.; RAIMONDI, G.; CASAGRANDE, G.; COSTANTINO, M.L.; ZUNINO, P.
A computational model for microcirculation including Fahraeus-Lindqvist effect, plasma skimming and fluid exchange with the tissue interstitium
POSSENTI, L.; CASAGRANDE, G.; DI GREGORIO, S.; ZUNINO, P.; COSTANTINO, M.L.
Numerical simulations of the microvascular fluid balance with a non-linear model of the lymphatic system
LAURINO, F.; COCLITE, A.; TIOZZO, A.; DECUZZI, P.; ZUNINO, P.;
A muliscale computational approach for the interaction of functionalized nanoparticles with the miscrovasculature
KOEPPL, T.; VIDOTTO, E.; WOHLMUTH, B.; ZUNINO, P.
Mathematical modelling, analysis and numerical approximation of second order elliptic problems with inclusions
GIOVANARDI, B.; FORMAGGIA, L.; SCOTTI, A.; ZUNINO P.
Unfitted FEM for modelling the interaction of multiple fractures in a poroelastic medium
AMBARTSUMYAN, I.; KHATTATOV, E.; YOTOV, I.; ZUNINO, P.
A Lagrange multiplier method for a Stokes-Biot fluid-poroelastic structure interaction model
BUKAC, M.; YOTOV, I.; ZUNINO, P.
DIMENSIONAL MODEL REDUCTION FOR FLOW THROUGH FRACTURES IN POROELASTIC MEDIA
NOTARO, D.; CATTANEO, L.; FORMAGGIA, L.; SCOTTI, A.; ZUNINO, P.
A Mixed Finite Element Method for Modeling the Fluid Exchange between Microcirculation and Tissue Interstitium
AMBROSI, D.; CIARLETTA, P.; DE FALCO, C.; TAFFETANI, M.; ZUNINO, P.
A multiscale modeling approach to transport of nano-constructs in biological tissues
IANNETTI, L.; D'URSO, G.; CONOSCENTI, G.; CUTRI, E.; TUAN, R.S.; RAIMONDI, M.T.; GOTTARDI, R.; ZUNINO, P.
Distributed and lumped parameter models for the characterization of high throughput bioreactors
CATTANEO, L; ZUNINO, P.
A computational model of drug delivery through microcirculation to compare different tumor treatments
CATTANEO, L.; FORMAGGIA, L.; IORI G. F.; SCOTTI, A,; ZUNINO, P.
Stabilized extended finite elements for the approximation of saddle point problems with unfitted interfaces
CATTANEO, LAURA; ZUNINO, PAOLO
Computational models for coupling tissue perfusion and microcirculation
CAPUTO, M.; CHIASTRA, C.; CIANCIOLO, C.; CUTRI , E.; DUBINI, G.; GUNN, J.; KELLER, B.; ZUNINO, P.;
Simulation of oxygen transfer in stented arteries and correlation with in-stent restenosis
MORLACCHI, S.; CHIASTRA, C.; CUTRì, E.; ZUNINO, P.; BURZOTTA, F.; FORMAGGIA, L.; DUBINI, G.; MIGLIAVACCA, F.
Stent deformation, physical stress, and drug elution obtained with provisional stenting, conventional culotte and Tryton-based culotte to treat bifurcations: a virtual simulation study
CUTRI', E.; ZUNINO, P.; MORLACCHI, S.; CHIASTRA, C.; MIGLIAVACCA, F.
Drug delivery patterns for different stenting techniques in coronary bifurcations: a comparative computational study
D ANGELO, C.; ZUNINO, P.; PORPORA, A.; MORLACCHI, S.; MIGLIAVACCA, F.
Model reduction strategies enable computational analysis of controlled drug release from cardiovascular stents
BURMAN, E.; ZUNINO, P.;
Numerical Approximation of Large Contrast Problems with the Unfitted Nitsche Method
PORPORA A., ZUNINO P., VERGARA C., PICCINELLI M.
Numerical treatment of boundary conditions to replace lateral branches in haemodynamics
FORMAGGIA, L.; MINISINI, S.; ZUNINO, P.
Stent a rilascio di farmaco: una storia di successo per la matematica applicata
ZUNINO, P.; VESENTINI, S.; PORPORA, A.; SOARES, J.S.; GAUTIERI, A.; REDAELLI, A.
Multiscale computational analysis of degradable polymers
D'ANGELO, CARLO; ZUNINO, PAOLO
Numerical approximation with Nitsche s coupling of transient Stokes /Darcy s flow problems applied to hemodynamics
SACCO, RICCARDO; CAUSIN, PAOLA; ZUNINO, PAOLO; RAIMONDI, MANUELA T.
A multiphysics/multiscale numerical simulation of scaffold-based cartilage regeneration under interstitial perfusion in a bioreactor
BISCARI, PAOLO; MINISINI, SARA; PIEROTTI, DARIO; VERZINI, GIANMARIA; ZUNINO, PAOLO
Controlled release with finite dissolution rate
D'ANGELO, CARLO; ZUNINO, PAOLO
Robust numerical approximation of coupled Stokes and Darcy flows applied to vascular hemodynamics and biochemical transport
FORMAGGIA, LUCA; MINISINI, SARA; ZUNINO, PAOLO
Modeling erosion controlled drug release and transport phenomena in the arterial tissue
SILVA SOARES, JOAO; ZUNINO, PAOLO
A mathematical model for water uptake, degradation, erosion and drug release from degradable polydisperse polymeric networks
ZUNINO, PAOLO
Numerical approximation of incompressible flows with net flux defective boundary conditions by means of penalty techniques
D'ANGELO, CARLO; ZUNINO, PAOLO
A finite element method based on weighted interior penalties for heterogeneous incompressible flows
ZUNINO, PAOLO; D'ANGELO, CARLO; PETRINI, LORENZA; VERGARA, CHRISTIAN; CAPELLI, CLAUDIO; MIGLIAVACCA, FRANCESCO
Numerical simulation of drug eluting coronary stents: mechanics, fluid dynamics and drug release
VERGARA, CHRISTIAN; ZUNINO, PAOLO
Multiscale modeling and simulation of drug release from cardiovascular stents
ZUNINO PAOLO
Discontinuous Galerkin methods based on weighted interior penalties for second order PDEs with non-smooth coefficients
ERN, ALEXANDRE; STEPHANSEN, ANNETTE F.; ZUNINO, PAOLO
A Discontinuous Galerkin method with weighted averages for advection-diffusion equations with locally vanishing and anisotropic diffusivity
MIGLIAVACCA, FRANCESCO.; GERVASO, FRANCESCA; PROSI, MARTIN; ZUNINO, PAOLO; MINISINI, SARA; FORMAGGIA, LUCA; DUBINI, GABRIELE
Expansion and drug elution model of a coronary stent
BURMAN, ERIK; ZUNINO, PAOLO
A domain decomposition method based on weighted interior penalties for advection-diffusion-reaction problems
CORNO, A.F.; PROSI, M.; FRIDEZ, P.; ZUNINO, P.; QUARTERONI, A.;VON SEGESSER, L.K.
The non-circular shape of FloWatch®-PAB prevents the need for pulmonary