Gianluigi Rozza

发表

19th International Conference on Finite Elements in Flow Problems

Harald van Brummelen, Alessandro Corsini, Simona Perotto, 2019, Computers & Fluids.

A Hybrid Reduced Order Method for Modelling Turbulent Heat Transfer Problems pdf

Gianluigi Rozza, Sokratia Georgaka, Giovanni Stabile, 2019, Computers & Fluids.

Reduced Order Methods for Modeling and Computational Reduction

Gianluigi Rozza, Alfio Quarteroni, A. Quarteroni, 2013 .

Reduced basis model order reduction for Navier–Stokes equations in domains with walls of varying curvature

Annalisa Quaini, Gianluigi Rozza, Martin Hess, 2019, International Journal of Computational Fluid Dynamics.

Reduced basis approximation and a posteriori error estimation for Stokes flows in parametrized geometries: roles of the inf-sup stability constants

Gianluigi Rozza, Andrea Manzoni, D. B. P. Huynh, 2013, Numerische Mathematik.

Reduction Strategies for Shape Dependent Inverse Problems in Haemodynamics

Gianluigi Rozza, Andrea Manzoni, Toni Lassila, 2011, System Modelling and Optimization.

Model reduction methods

Gianluigi Rozza, Antonio Huerta, Karen Willcox, 2017 .

Shape Optimization by Free-Form Deformation: Existence Results and Numerical Solution for Stokes Flows

Gianluigi Rozza, Andrea Manzoni, Francesco Ballarin, 2014, J. Sci. Comput..

Reduced basis method and domain decomposition for elliptic problems in networks and complex parametrized geometries

Gianluigi Rozza, Alfio Quarteroni, Laura Iapichino, 2016, Comput. Math. Appl..

Advances in reduced order methods for parametric industrial problems in computational fluid dynamics

Gianluigi Rozza, Giovanni Stabile, Marco Tezzele, 2018, 1811.08319.

Efficient Reduction in Shape Parameter Space Dimension for Ship Propeller Blade Design pdf

Gianluigi Rozza, Mahmoud Gadalla, Marco Tezzele, 2019, ArXiv.

Computational reduction strategies for the detection of steady bifurcations in incompressible fluid-dynamics: Applications to Coanda effect in cardiology

Annalisa Quaini, Gianluigi Rozza, Giuseppe Pitton, 2017, J. Comput. Phys..

ADVANCED REDUCED-ORDER MODELING STRATEGIES FOR PARAMETRIZED PDES AND APPLICATIONS

Gianluigi Rozza, Andrea Manzoni, 2014 .

Reduced Basis Methods for Uncertainty Quantification

Gianluigi Rozza, Peng Chen, Alfio Quarteroni, 2017, SIAM/ASA J. Uncertain. Quantification.

A Weighted Reduced Basis Method for Elliptic Partial Differential Equations with Random Input Data

Gianluigi Rozza, Alfio Quarteroni, Peng Chen, 2013, SIAM J. Numer. Anal..

BladeX: Python Blade Morphing

Gianluigi Rozza, Mahmoud Gadalla, Marco Tezzele, 2019, J. Open Source Softw..

Reduced Order Isogeometric Analysis Approach for PDEs in Parametrized Domains

Gianluigi Rozza, Alessandro Reali, Marco Tezzele, 2020 .

Multilevel and weighted reduced basis method for stochastic optimal control problems constrained by Stokes equations

Gianluigi Rozza, Alfio Quarteroni, Peng Chen, 2016, Numerische Mathematik.

Shape optimization through proper orthogonal decomposition with interpolation and dynamic mode decomposition enhanced by active subspaces

Gianluigi Rozza, Marco Tezzele, Nicola Demo, 2019, 1905.05483.

Reduced basis approximation and a-posteriori error estimation for the coupled Stokes-Darcy system

Gianluigi Rozza, Bernard Haasdonk, Immanuel Martini, 2015, Adv. Comput. Math..

Stochastic Optimal Robin Boundary Control Problems of Advection-Dominated Elliptic Equations

Gianluigi Rozza, Alfio Quarteroni, Peng Chen, 2013, SIAM J. Numer. Anal..

Numerical Simulation of Sailing Boats: Dynamics, FSI, and Shape Optimization

Gianluigi Rozza, Alfio Quarteroni, Nicola Parolini, 2012 .

Reduction strategies for PDE-constrained oprimization problems in Haemodynamics

Gianluigi Rozza, Andrea Manzoni, Federico Negri, 2013 .

Isogeometric analysis-based reduced order modelling for incompressible linear viscous flows in parametrized shapes

Luca Heltai, Gianluigi Rozza, Francesco Ballarin, 2016, Advanced Modeling and Simulation in Engineering Sciences.

Free Form Deformation Techniques Applied to 3D Shape Optimization Problems

Gianluigi Rozza, Alfio Quarteroni, Anwar Koshakji, 2013 .

Model Reduction for Parametrized Optimal Control Problems in Environmental Marine Sciences and Engineering

Gianluigi Rozza, Francesco Ballarin, Maria Strazzullo, 2017, SIAM J. Sci. Comput..

Shape Design in Aorto-Coronaric Bypass Anastomoses Using Perturbation Theory

Gianluigi Rozza, Alfio Quarteroni, Valery Agoshkov, 2006, SIAM J. Numer. Anal..

A complete data-driven framework for the efficient solution of parametric shape design and optimisation in naval engineering problems.

Gianluigi Rozza, Marco Tezzele, Nicola Demo, 2019, 1905.05982.

Advances in geometrical parametrization and reduced order models and methods for computational fluid dynamics problems in applied sciences and engineering: overview and perspectives

Gianluigi Rozza, Marco Tezzele, Francesco Ballarin, 2016 .

Stabilized Weighted Reduced Basis Methods for Parametrized Advection Dominated Problems with Random Inputs

Gianluigi Rozza, Francesco Ballarin, Davide Torlo, 2017, SIAM/ASA J. Uncertain. Quantification.

A POD‐selective inverse distance weighting method for fast parametrized shape morphing

Simona Perotto, Gianluigi Rozza, Francesco Ballarin, 2017, International Journal for Numerical Methods in Engineering.

Model order reduction of parameterized systems (MoRePaS)

Gianluigi Rozza, Karsten Urban, Anthony T. Patera, 2015, Adv. Comput. Math..

An efficient shape parametrisation by free-form deformation enhanced by active subspace for hull hydrodynamic ship design problems in open source environment

Gianluigi Rozza, Marco Tezzele, Nicola Demo, 2018, 1801.06369.

Modeling of physiological flows

Gianluigi Rozza, Alfio Quarteroni, Davide Carlo Ambrosi, 2012 .

Reduced Basis Approaches for Parametrized Bifurcation Problems held by Non-linear Von Kármán Equations

Gianluigi Rozza, Federico Pichi, G. Rozza, 2018, Journal of Scientific Computing.

REDUCED BASIS APPROXIMATION FOR THE STRUCTURAL-ACOUSTIC DESIGN BASED ON ENERGY FINITE ELEMENT ANALYSIS (RB-EFEA)

Gianluigi Rozza, Denis Devaud, G. Rozza, 2013 .

On the Application of Reduced Basis Methods to Bifurcation Problems in Incompressible Fluid Dynamics

Gianluigi Rozza, Giuseppe Pitton, G. Rozza, 2017, J. Sci. Comput..

Certified Reduced Basis VMS-Smagorinsky model for natural convection flow in a cavity with variable height

Gianluigi Rozza, Francesco Ballarin, Tom'as Chac'on Rebollo, 2019, Comput. Math. Appl..

Reduced basis approximation of parametrized optimal flow control problems for the Stokes equations

Gianluigi Rozza, Andrea Manzoni, Federico Negri, 2015, Comput. Math. Appl..

A Mathematical Approach in the Design of Arterial Bypass Using Unsteady Stokes Equations

Gianluigi Rozza, Alfio Quarteroni, Valery Agoshkov, 2006, J. Sci. Comput..

A reduced order model for investigating the dynamics of the Gen-IV LFR coolant pool

Gianluigi Rozza, Antonio Cammi, Lelio Luzzi, 2017 .

Dimension reduction in heterogeneous parametric spaces with application to naval engineering shape design problems

Gianluigi Rozza, Marco Tezzele, Andrea Mola, 2017, Advanced Modeling and Simulation in Engineering Sciences.

Numerical Approximation of a Control Problem for Advection-Diffusion Processes

Annalisa Quaini, Gianluigi Rozza, Alfio Quarteroni, 2005, System Modelling and Optimization.

Real-Time Reliable Simulation of Heat Transfer Phenomena

Gianluigi Rozza, Anthony T. Patera, Ngoc Cuong Nguyen, 2009 .

Reduced basis method for multi-parameter-dependent steady Navier-Stokes equations: Applications to natural convection in a cavity

Gianluigi Rozza, Simone Deparis, S. Deparis, 2009, J. Comput. Phys..

Certified Reduced Basis Method for Affinely Parametric Isogeometric Analysis NURBS Approximation

Gianluigi Rozza, Denis Devaud, G. Rozza, 2017, 1710.06148.

Comparison Between Reduced Basis and Stochastic Collocation Methods for Elliptic Problems

Gianluigi Rozza, Alfio Quarteroni, Peng Chen, 2014, J. Sci. Comput..

A Weighted POD Method for Elliptic PDEs with Random Inputs

Gianluigi Rozza, Francesco Ballarin, Luca Venturi, 2018, J. Sci. Comput..

Model Order Reduction: a survey

Gianluigi Rozza, Antonio Huerta, Karen Willcox, 2016 .

Projection-based reduced order models for a cut finite element method in parametrized domains

Gianluigi Rozza, Francesco Ballarin, Efthymios N. Karatzas, 2019, Comput. Math. Appl..

A reduced basis approach for PDEs on parametrized geometries based on the shifted boundary finite element method and application to a Stokes flow

Gianluigi Rozza, Giovanni Stabile, Efthymios N. Karatzas, 2018, Computer Methods in Applied Mechanics and Engineering.

EZyRB: Easy Reduced Basis method

Gianluigi Rozza, Marco Tezzele, Nicola Demo, 2018, J. Open Source Softw..

Non-intrusive Polynomial Chaos Method Applied to Full-Order and Reduced Problems in Computational Fluid Dynamics: A Comparison and Perspectives

Gianluigi Rozza, Giovanni Stabile, Andrea Mola, 2020 .

A Reduced Basis Model with Parametric Coupling for Fluid-Structure Interaction Problems

Gianluigi Rozza, Alfio Quarteroni, Toni Lassila, 2012, SIAM J. Sci. Comput..

Certified Reduced Basis Approximation for the Coupling of Viscous and Inviscid Parametrized Flow Models

Gianluigi Rozza, Bernard Haasdonk, Immanuel Martini, 2018, J. Sci. Comput..

A Reduced-Order Strategy for Solving Inverse Bayesian Shape Identification Problems in Physiological Flows

Gianluigi Rozza, Alfio Quarteroni, Andrea Manzoni, 2012, HPSC.

PyDMD: Python Dynamic Mode Decomposition

Gianluigi Rozza, Marco Tezzele, Nicola Demo, 2018, J. Open Source Softw..

A fast virtual surgery platform for many scenarios haemodynamics of patient-specific coronary artery bypass grafts

Gianluigi Rozza, Alfio Quarteroni, Elena Faggiano, 2016 .

Reduced Basis Approximation of Parametrized Advection-Diffusion PDEs with High Péclet Number

Gianluigi Rozza, Paolo Pacciarini, 2013, ENUMATH.

A reduced order variational multiscale approach for turbulent flows

Gianluigi Rozza, Giovanni Stabile, Francesco Ballarin, 2018, Advances in Computational Mathematics.

Patient-specific haemodynamics of coronary artery bypass grafts: clinical imaging and reduced order models

Gianluigi Rozza, Alfio Quarteroni, Elena Faggiano, 2013 .

Reduced Basis Methods

Gianluigi Rozza, Jan S. Hesthaven, Benjamin Stamm, 2016 .

Fast simulations of patient-specific haemodynamics of coronary artery bypass grafts based on a POD-Galerkin method and a vascular shape parametrization

Gianluigi Rozza, Alfio Quarteroni, Elena Faggiano, 2016, J. Comput. Phys..

On a Certified Smagorinsky Reduced Basis Turbulence Model

Gianluigi Rozza, Francesco Ballarin, T. Chacón Rebollo, 2017, SIAM J. Numer. Anal..

POD-Galerkin reduced order methods for combined Navier-Stokes transport equations based on a hybrid FV-FE solver

Gianluigi Rozza, Giovanni Stabile, Saray Busto, 2018, Comput. Math. Appl..

Reduced Basis Method for Parametrized Elliptic Optimal Control Problems

Gianluigi Rozza, Alfio Quarteroni, Andrea Manzoni, 2013, SIAM J. Sci. Comput..

A POD-Galerkin reduced order model for the Navier-Stokes equations in stream function-vorticity formulation pdf

Annalisa Quaini, Gianluigi Rozza, Michele Girfoglio, 2022, Computers & Fluids.

A POD-Galerkin reduced order model for a LES filtering approach

Annalisa Quaini, Gianluigi Rozza, Michele Girfoglio, 2020, J. Comput. Phys..

A monolithic and a partitioned Reduced Basis Method for Fluid-Structure Interaction problems pdf

Gianluigi Rozza, Francesco Ballarin, Monica Nonino, 2021, Fluids.

Pressure stabilization strategies for a LES filtering Reduced Order Model pdf

Annalisa Quaini, Gianluigi Rozza, Michele Girfoglio, 2021, Fluids.

Multi-fidelity data fusion through parameter space reduction with applications to automotive engineering pdf

Gianluigi Rozza, Marco Tezzele, Carsten Othmer, 2021, ArXiv.

A weighted POD-reduction approach for parametrized PDE-constrained Optimal Control Problems with random inputs and applications to environmental sciences

Gianluigi Rozza, Rob Stevenson, Francesco Ballarin, 2021, Comput. Math. Appl..

A Data-Driven Surrogate Modeling Approach for Time-Dependent Incompressible Navier-Stokes Equations with Dynamic Mode Decomposition and Manifold Interpolation

Annalisa Quaini, Gianluigi Rozza, Martin W. Hess, 2022, ArXiv.

Fluid-structure interaction simulations with a LES filtering approach in solids4Foam

Annalisa Quaini, Gianluigi Rozza, Michele Girfoglio, 2021, ArXiv.

Hull shape design optimization with parameter space and model reductions, and self-learning mesh morphing pdf

Gianluigi Rozza, Marco Tezzele, Nicola Demo, 2021, Journal of Marine Science and Engineering.

An artificial neural network approach to bifurcating phenomena in computational fluid dynamics pdf

Gianluigi Rozza, Jan S. Hesthaven, Francesco Ballarin, 2021, Computers & Fluids.

Finite element based model order reduction for parametrized one-way coupled steady state linear thermomechanical problems pdf

Gianluigi Rozza, Michele Girfoglio, Francesco Ballarin, 2021, ArXiv.

A Reduced basis stabilization for the unsteady Stokes and Navier-Stokes equations pdf

Gianluigi Rozza, Francesco Ballarin, Shafqat Ali, 2021, ArXiv.

A Hybrid Reduced Order Model for nonlinear LES filtering pdf

Annalisa Quaini, Gianluigi Rozza, Michele Girfoglio, 2021, ArXiv.

Verifiability of the Data-Driven Variational Multiscale Reduced Order Model pdf

Changhong Mou, Traian Iliescu, Gianluigi Rozza, 2021, ArXiv.

A local approach to parameter space reduction for regression and classification tasks pdf

Gianluigi Rozza, Marco Tezzele, Francesco Romor, 2021, ArXiv.

An extended physics informed neural network for preliminary analysis of parametric optimal control problems pdf

Gianluigi Rozza, Nicola Demo, Maria Strazzullo, 2021, ArXiv.

Fast and accurate numerical simulations for the study of coronary artery bypass grafts by artificial neural network pdf

Gianluigi Rozza, Michele Girfoglio, Pierfrancesco Siena, 2022, ArXiv.

POD-Galerkin model order reduction for parametrized nonlinear time-dependent optimal flow control: an application to shallow water equations

Gianluigi Rozza, Francesco Ballarin, Maria Strazzullo, 2020, J. Num. Math..

Consistency of the Full and Reduced Order Models for Evolve-Filter-Relax Regularization of Convection-Dominated, Marginally-Resolved Flows pdf

Traian Iliescu, Gianluigi Rozza, Michele Girfoglio, 2021, ArXiv.

Model Reduction Using Sparse Polynomial Interpolation for the Incompressible Navier-Stokes Equations pdf

Gianluigi Rozza, Martin W. Hess, 2022, ArXiv.

An optimal control approach to determine resistance‐type boundary conditions from in‐vivo data for cardiovascular simulations

Gianluigi Rozza, Stefano Grivet-Talocia, Piero Triverio, 2021, International journal for numerical methods in biomedical engineering.

A dimensionality reduction approach for convolutional neural networks pdf

Gianluigi Rozza, Nicola Demo, Laura Meneghetti, 2021, Applied Intelligence.

An efficient FV-based Virtual Boundary Method for the simulation of fluid-solid interaction pdf

Gianluigi Rozza, Giovanni Stabile, Michele Girfoglio, 2021, ArXiv.

A data-driven partitioned approach for the resolution of time-dependent optimal control problems with dynamic mode decomposition pdf

Gianluigi Rozza, Marco Tezzele, Maria Strazzullo, 2021, ArXiv.

A numerical approach for heat flux estimation in thin slabs continuous casting molds using data assimilation pdf

Gianluigi Rozza, Giovanni Stabile, Peregrina Quintela, 2021, International Journal for Numerical Methods in Engineering.

Model order reduction for bifurcating phenomena in Fluid-Structure Interaction problems pdf

Gianluigi Rozza, Federico Pichi, Moaad Khamlich, 2021, ArXiv.

Reduced Order Models for Optimal Flow Control

Gianluigi Rozza, Francesco Ballarin, Maria Strazzullo, 2021, PAMM.

Artificial neural network for bifurcating phenomena modelled by nonlinear parametrized PDEs

Gianluigi Rozza, Jan S. Hesthaven, Francesco Ballarin, 2021, PAMM.

A Certified Reduced Basis Method for Linear Parametrized Parabolic Optimal Control Problems in Space-Time Formulation pdf

Gianluigi Rozza, Francesco Ballarin, Maria Strazzullo, 2021, ArXiv.

Scientific Machine Learning through Physics-Informed Neural Networks: Where we are and What's next pdf

Gianluigi Rozza, Salvatore Cuomo, Fabio Giampaolo, 2022, ArXiv.

Model Order Reduction

Gianluigi Rozza, Alfio Quarteroni, Wil H. A. Schilders, 2021 .

Reduced order modeling for spectral element methods: current developments in Nektar++ and further perspectives

Gianluigi Rozza, Martin W. Hess, Gianmarco Mengaldo, 2022 .

A dynamic mode decomposition extension for the forecasting of parametric dynamical systems pdf

Gianluigi Rozza, Nicola Demo, Francesco Andreuzzi, 2021, SIAM J. Appl. Dyn. Syst..

Hybrid neural network reduced order modelling for turbulent flows with geometric parameters pdf

Gianluigi Rozza, Giovanni Stabile, Carsten Othmer, 2021, Fluids.

Thermomechanical modelling for industrial applications pdf

Gianluigi Rozza, Michele Girfoglio, Nirav Vasant Shah, 2021, ArXiv.

Embedded domain Reduced Basis Models for the shallow water hyperbolic equations with the Shifted Boundary Method

Gianluigi Rozza, Giovanni Stabile, Efthymios N. Karatzas, 2022, Computer Methods in Applied Mechanics and Engineering.

A Gaussian Process Regression approach within a data-driven POD framework for engineering problems in fluid dynamics

Gianluigi Rozza, Nicola Demo, Giulio Ortali, 2021, Mathematics in Engineering.

ATHENA: Advanced Techniques for High Dimensional Parameter Spaces to Enhance Numerical Analysis

Gianluigi Rozza, Marco Tezzele, Francesco Romor, 2021, Softw. Impacts.

A comparison of reduced-order modeling approaches using artificial neural networks for PDEs with bifurcating solutions

Annalisa Quaini, Gianluigi Rozza, Martin W. Hess, 2021, ETNA - Electronic Transactions on Numerical Analysis.

The Neural Network shifted-Proper Orthogonal Decomposition: a Machine Learning Approach for Non-linear Reduction of Hyperbolic Equations pdf

Gianluigi Rozza, Giovanni Stabile, Michele Girfoglio, 2021, Computer Methods in Applied Mechanics and Engineering.

Neural-network learning of SPOD latent dynamics pdf

Gianluigi Rozza, Gianmarco Mengaldo, Romit Maulik, 2021, ArXiv.

A supervised learning approach involving active subspaces for an efficient genetic algorithm in high-dimensional optimization problems

Gianluigi Rozza, Marco Tezzele, Nicola Demo, 2020, SIAM J. Sci. Comput..

Projection based semi-implicit partitioned Reduced Basis Method for non parametrized and parametrized Fluid-Structure Interaction problems pdf

Gianluigi Rozza, Yvon Maday, Francesco Ballarin, 2022, ArXiv.

Efficient geometrical parametrisation techniques of interfaces for reduced-order modelling: application to fluid–structure interaction coupling problems

Gianluigi Rozza, Davide Forti, G. Rozza, 2014 .

Real-time reduced basis techniques for Navier-Stokes equations: Optimization of parametrized bypass configurations

Gianluigi Rozza, G. Rozza, 2006 .

On optimization, control and shape design of an arterial bypass

Gianluigi Rozza, G. Rozza, 2005 .

Reduced Basis Approximation and a Posteriori Error Estimation for Parametrized Parabolic PDEs: Application to Real‐Time Bayesian Parameter Estimation

Gianluigi Rozza, Anthony T. Patera, Cuong Nguyen, 2010 .

A Reduced Order Model for Multi-Group Time-Dependent Parametrized Reactor Spatial Kinetics

Gianluigi Rozza, Davide Baroli, Antonio Cammi, 2014 .

An introduction to reduced basis method for parametrized PDEs

Gianluigi Rozza, G. Rozza, 2009 .

POD-Galerkin reduced order model of the Boussinesq approximation for buoyancy-driven enclosed flows

Joris Degroote, Gianluigi Rozza, Sokratia Georgaka, 2019 .

A localized reduced-order modeling approach for PDEs with bifurcating solutions

Annalisa Quaini, Gianluigi Rozza, Martin W. Hess, 2018, Computer Methods in Applied Mechanics and Engineering.

A Reduced Basis Method for Evolution Schemes with Parameter-Dependent Explicit Operators

Gianluigi Rozza, Bernard Haasdonk, Mario Ohlberger, 2008 .

On computing upper and lower bounds on the outputs of linear elasticity problems approximated by the smoothed finite element method

Gianluigi Rozza, Alfio Quarteroni, Toni Lassila, 2010 .

Computational Methods in Cardiovascular Mechanics

Gianluigi Rozza, Alessandro Reali, Michele Conti, 2018, Cardiovascular Mechanics.

Reduced Basis Approximation for Shape Optimization in Thermal Flows with a Parametrized Polynomial Geometric Map

Gianluigi Rozza, Andrea Manzoni, Toni Lassila, 2010 .

Fundamentals of reduced basis method for problems governed by parametrized PDEs and applications

Gianluigi Rozza, G. Rozza, 2014 .

Reduced basis methods for optimal control of advection-diffusion problems ∗

Annalisa Quaini, Gianluigi Rozza, Alfio Quarteroni, 2007 .

A Finite Volume approximation of the Navier-Stokes equations with nonlinear filtering stabilization

Annalisa Quaini, Gianluigi Rozza, Michele Girfoglio, 2019, Computers & Fluids.

A Spectral Element Reduced Basis Method for Navier–Stokes Equations with Geometric Variations

Annalisa Quaini, Gianluigi Rozza, Martin W. Hess, 2018, Lecture Notes in Computational Science and Engineering.

A POD-Galerkin reduced order model of a turbulent convective buoyant flow of sodium over a backward-facing step

Joris Degroote, Gianluigi Rozza, Giovanni Stabile, 2020, Applied Mathematical Modelling.

Model Order Reduction by means of Active Subspaces and Dynamic Mode Decomposition for Parametric Hull Shape Design Hydrodynamics

Gianluigi Rozza, Mahmoud Gadalla, Marco Tezzele, 2018, 1803.07377.

Model Order Reduction: a survey

Gianluigi Rozza, Antonio Huerta, Karen Willcox, 2016 .

A weighted empirical interpolation method: a priori convergence analysis and applications

Gianluigi Rozza, Alfio Quarteroni, Peng Chen, 2014 .

Parametrized Differential Equations

Gianluigi Rozza, Benjamin Stamm, Jan S. Hesthaven, 2016 .

RBniCS - reduced order modelling in FEniCS

Gianluigi Rozza, Francesco Ballarin, Alberto Sartori, 2015 .

Shape design by optimal flow control and reduced basis techniques

Gianluigi Rozza, 2005 .

Real time reduced basis techniques for arterial bypass geometries

Gianluigi Rozza, G. Rozza, 2005 .

Reduced basis approximation and a posteriori error estimation for the time-dependent viscous Burgers’ equation

Gianluigi Rozza, Anthony T. Patera, N. C. Nguyen, 2009 .

Parametric POD-Galerkin Model Order Reduction for Unsteady-State Heat Transfer Problems

Gianluigi Rozza, Sokratia Georgaka, Giovanni Stabile, 2018, Communications in Computational Physics.

Dimension reduction in heterogeneous parametric spaces

Gianluigi Rozza, Marco Tezzele, Andrea Mola, 2017 .

Supremizer stabilization of POD-Galerkin approximation of parametrized Navier-Stokes equations

Gianluigi Rozza, Alfio Quarteroni, Andrea Manzoni, 2015 .

Generalized Reduced Basis Methods and n-Width Estimates for the Approximation of the Solution Manifold of Parametric PDEs

Gianluigi Rozza, Alfio Quarteroni, Andrea Manzoni, 2013 .

Reduced basis method for the Stokes equations in decomposable parametrized domains using greedy optimization

Stefan Volkwein, Gianluigi Rozza, Alfio Quarteroni, 2014 .

Reduced-order semi-implicit schemes for fluid-structure interaction problems

Gianluigi Rozza, Yvon Maday, Francesco Ballarin, 2017, 1711.10829.

Stabilized reduced basis method for parametrized scalar advection-diffusion problems at higher Peclet number: roles of the boundary layers and inner fronts

Gianluigi Rozza, Paolo Pacciarini, 2014 .

Reduced order methods for uncertainty quantification problems

Gianluigi Rozza, Alfio Quarteroni, Peng Chen, 2015 .

Certified reduced basis approximation for parametrized partial differential equations and applications

Gianluigi Rozza, Alfio Quarteroni, Andrea Manzoni, 2011 .

Reduced basis method for linear elasticity problems with many parameters

Gianluigi Rozza, Alfio Quarteroni, A. Quarteroni, 2008 .

Isogeometric analysis based reduced order modelling for incompressible viscous flows in parametrized shapes: applications to underwater shape design

Luca Heltai, Gianluigi Rozza, Francesco Ballarin, 2015 .

Model Reduction of Parametrized Systems

Gianluigi Rozza, Karsten Urban, Anthony T. Patera, 2017 .

An improvement on geometrical parameterizations by transfinite maps

Gianluigi Rozza, Laura Iapichino, G. Rozza, 2014 .

Reduced basis approximation and error bounds for potential flows in parametrized geometries

Gianluigi Rozza, G. Rozza, 2011 .

Advances in Reduced order modelling for CFD: vortex shedding around a circular cylinder using a POD-Galerkin method

Gianluigi Rozza, Giovanni Stabile, Andrea Mola, 2017 .

Model Order Reduction in Fluid Dynamics: Challenges and Perspectives

Gianluigi Rozza, Alfio Quarteroni, Andrea Manzoni, 2014 .

POD–Galerkin monolithic reduced order models for parametrized fluid‐structure interaction problems

Gianluigi Rozza, Francesco Ballarin, G. Rozza, 2016 .

Supremizer stabilization of POD–Galerkin approximation of parametrized steady incompressible Navier–Stokes equations

Gianluigi Rozza, Alfio Quarteroni, Andrea Manzoni, 2015 .

Reduced-basis methods for elliptic equations in sub-domains with a posteriori error bounds and adaptivity

Gianluigi Rozza, G. Rozza, 2005 .

A reduced basis hybrid method for the coupling of parametrized domains represented by fluidic networks

Gianluigi Rozza, Alfio Quarteroni, Laura Iapichino, 2012 .

Reduced basis methods for Stokes equations in domains with non-affine parameter dependence

Gianluigi Rozza, G. Rozza, 2009 .

Comparison of reduced basis method and stochastic collocation method for parametric and stochastic elliptic problems

Gianluigi Rozza, Alfio Quarteroni, 2012 .

Computational Reduction for Parametrized PDEs: Strategies and Applications

Gianluigi Rozza, Alfio Quarteroni, Andrea Manzoni, 2012 .

Shape Optimization by means of Proper Orthogonal Decomposition and Dynamic Mode Decomposition

Gianluigi Rozza, Marco Tezzele, Nicola Demo, 2018, 1803.07368.

REDUCED BASIS METHODS AND A POSTERIORI ERROR ESTIMATORS FOR HEAT TRANSFER PROBLEMS

Gianluigi Rozza, Anthony T. Patera, Simone Deparis, 2009 .

Reduced Basis Approaches in Time-Dependent Non-Coercive Settings for Modelling the Movement of Nuclear Reactor Control Rods

Gianluigi Rozza, Antonio Cammi, Lelio Luzzi, 2016 .

Simulation‐based uncertainty quantification of human arterial network hemodynamics

Gianluigi Rozza, Alfio Quarteroni, Peng Chen, 2013, International journal for numerical methods in biomedical engineering.

Comparison of a Modal Method and a Proper Orthogonal Decomposition approach for multi-group time-dependent reactor spatial kinetics

Gianluigi Rozza, Marco Enrico Ricotti, Davide Baroli, 2014 .

A Spectral Element Reduced Basis Method in Parametric CFD

Gianluigi Rozza, Martin Hess, G. Rozza, 2017, Lecture Notes in Computational Science and Engineering.

The Effort of Increasing Reynolds Number in Projection-Based Reduced Order Methods: From Laminar to Turbulent Flows

Gianluigi Rozza, Giovanni Stabile, Francesco Ballarin, 2018, Lecture Notes in Computational Science and Engineering.