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Researcher
SB
MATHICSE
CMCS

Lecturer
AA
AA-DOC
EDMA-ENS
Gianluigi Rozza
Chair of Modelling and Scientific Computing
Senior Research Assistant; M.S. Aerospace Engineer, PhD Comp.Science & Eng.
birth date: 20.04.1977
nationality: Italian
web site: http://mathicse.epfl.ch/~rozza

office(s): MAB2524
phone(s): [+41 21 69] 34267
fax: 34303
RESEARCH
Real-time continuum mechanics computation. Reduced basis approximation and a posteriori error estimation for parametrized partial differential equations.
http://augustine.mit.edu
MISSION
2009-present: Lecturer at the Doctoral School of Mathematics and at the Section of Mathematics (bachelor) of EPFL.
2006-present: Affiliate Researcher at MIT.
2009-2012: Task Coordinator in the ERC-MathCard Project: Mathematical Modelling and Simulation of the Cardiovascular System, task on Efficient Methods for Control and Optimization.
2009-2011:Co-applicant in the SNSF (Swiss National Science Foundation) Project: Reduced basis methods for the optimization of complex systems.
2002-2006: EU-RTN Project Haemodel. Mathematical Modelling and Numerical simulation for the Cardiovascular System.
2003-2006: Collaboration for Aerodynamic Modelling and Numerical simulation Solar Impulse Project.
BIOGRAPHY
[June 2009] Springer Computational Science and Engineering Prize 2009 with C.N.Nguyen and D.B.P. Huynh.
[September 2008] Cited in the 63rd Edition of "Who's who in America" and in 25th the Edition of "Who's who in the World".
[May 2008] Research Scientist and Lecturer at the Doctoral School of EPFL
[September 2007] Cited in the 10th Edition of "Who's who in Science and Engineering 2008-09".
[November 2006] Special mention for PhD Thesis by VPAA of EPFL.
[September 2006] ECCOMAS (European Community on Computational Methods in Applied Science) PhD Award for the best PhD thesis of 2005 on Computational Methods in Applied Sciences and Engineering.
[May 2006]-April 2008] Post-Doc Associate Researcher at MIT.
[June 2005] Third MIT Conference on Computational Fluid and Solid Mechanics Young Researcher Fellowship Award.
[April 2004] Bill Morton CFD Prize 2004, University of Oxford (UK), Institute for CFD.
[Spring 2003] MIT, Massachusetts Institute of Technology, Mech. Eng. Dpt, Fluids Laboratory, Cambridge MA (USA)
[2002-2005] EPFL, Doctoral School, Mathematical Modelling and Scientific Computing.
[1996-2001] Politecnico di Milano (Italy), Master degree Aerospace Engineering, Aerodynamics.
MAIN PUBLICATIONS

T. M. Lassila, A. Quarteroni, and G. Rozza. A reduced basis model with parametric coupling for fluid-structure interaction problems. Siam Journal on Computing, 2012. MATHICSE report 01.2011. [ Details | Full Text ]

F. Negri, A. Quarteroni, and G. Rozza. Reduced basis method for parametrized optimal control problems governed by PDEs. Master thesis developed at EPFL in the framework of an Erasmus exchange with Politecnico di Milano, 2011. [ Details | Full Text | Link ]

A. Manzoni, A. Quarteroni, and G. Rozza. Shape optimization for viscous flows by reduced basis methods and free-form deformation. International Journal for Numerical Methods in Fluids, 2011. MATHICSE report 15.2010. [ Details | Full Text ]

R. Bank, W. Hackbusch, G. Wittum, A. Quarteroni, A. Manzoni, and G. Rozza. Model order reduction by reduced basis methods and free-form deformations for shape optimization. In Schnelle Löser für Partielle Differentialgleichungen, number 28 in Mathematisches Forschungsinstitut Oberwolfach, pages 19-22, Oberwolfach, Germany, 2011. [ DOI | Details | Full Text | Link ]

A. Manzoni, A. Quarteroni, and G. Rozza. Model reduction techniques for fast blood flow simulation in parametrized geometries. International Journal for Numerical Methods in Biomedical Engineering, 2011. MATHICSE report 05.2011. [ Details | Full Text ]

Modelling of Physiological Flows, MS&A, Modelling, Simulation and Applications, Milano, 2011. Springer. [ Details | Link ]

A. Quarteroni, G. Rozza, and A. Manzoni. Certified Reduced Basis Approximation for Parametrized Partial Differential Equations and Applications. Journal of Mathematics in Industry, 1:3:1-44, 2011. MATHICSE report 02.2011. [ DOI | Details | Full Text | Link ]

A. Koshakji, A. Quarteroni, and G. Rozza. Free Form Deformation Techniques for 3D Shape Optimization Problems. This master thesis has been developed in the framework of the EU-Socrates program as exchange student from Politecnico di Milano at EPFL Lausanne, 2011. [ Details | Full Text ]

F. Gelsomino and G. Rozza. Comparison and combination of reduced order modelling techniques in 3D parametrized heat transfer problems. Mathematical and Computer Modelling of Dynamical Systems, 17(4):371-394, 2011. Special issue on model order reduction, previously EPFL MATHICSE report 12.2010. [ DOI | Details | Full Text ]

T. M. Lassila and G. Rozza. Model reduction of semiaffinely parameterized partial differential equations by two-level affine approximation. Comptes rendus des séances de l'Académie des Sciences. Série A, Sciences mathématiques**, 349:61-66, 2011. MATHICSE report 20.2010. [ DOI | Details | Full Text ]

G. Rozza. Reduced basis approximation and error bounds for potential flows in parametrized geometries. Communications in Computational Physics, 9(1):1-48, 2011. preprint as MATHICSE report 11.2010. [ DOI | Details | Full Text | Link ]

R. A. E. Makinen, K. Valpe, P. Neittaanmaki, T. Tuovinen, T. M. Lassila, and G. Rozza. Reduced formulation of a steady fluid-structure interaction problem with parametric coupling. In Proceedings of the 10th Finnish Mechanics Days Conference, 2010. MATHICSE report 13.2010. [ Details | Full Text ]

A. Trezzini, A. Quarteroni, and G. Rozza. Reduced Basis Method for 3D Problems governed by Parametrized PDEs and Applications. This thesis was developed at EPFL in the framework of the EU-Socrates project as exchange student from Politecnico di Milano, 2010. [ Details | Full Text ]

J. C. F. Pereira, A. Sequeira, G. Rozza, and A. Manzoni. Model Order Reduction by geometrical parametrization for shape optimization in computational fluid dynamics. In Proceedings of the ECCOMAS CFD 2010, V European Conference on Computational Fluid Dynamics, Lisbon, Portugal, 2010. MATHICSE Report 05.2010. [ Details | Full Text ]

F. Gelsomino, A. Quarteroni, and G. Rozza. Exploration and comparison of reduced order modelling techniques for parametrized systems. Master Thesis EPFL, winter semester 2009-2010, 2010. [ Details | Full Text ]

E. Ronquist, J. Hesthaven, G. Rozza, T. M. Lassila, and A. Manzoni. Reduced basis approximation for shape optimization in thermal flows with a parametrized polynomial geometric map. In Spectral and High Order Methods for Partial Differential Equations, volume 76 of Lecture Notes in Computational Science and Engineering, pages 307-315, Heildeberg, 2010. Springer. EPFL MATHICSE report 02.2010. [ DOI | Details | Full Text | Link ]

T. M. Lassila and G. Rozza. Parametric free-form shape design with PDE models and reduced basis method. Computer Methods in Applied Mechanics and Engineering, 199(23-24):1583-1592, 2010. EPFL MATHICSE report 01.2010. [ DOI | Details | Full Text ]

Z. Xuan, T. M. Lassila, G. Rozza, and A. Quarteroni. Computing upper and lower bounds for linear outputs of elasticity by the smoothed finite element method. Int. J. Numer. Meth. Engng., 83(2):174-195, 2010. previously IACS report 07.2009. [ DOI | Details | Full Text | Link ]

L. Tenorio, B. van Bloemen Waanders, B. Mallick, K. Willcox, L. Biegler, G. Biros, O. Ghattas, M. Heinkenschloss, D. Keyes, Y. Marzouk, C. Nguyen, G. Rozza, D. B. P. Huynh, and A. T. Patera. Reduced basis approximation and a posteriori error estimation for parametrized parabolic PDEs; Application to real-time Bayesian parameter estimation. In Large Scale Inverse Problems and Quantification of Uncertainty, number Chapter 8 in Wiley Series in Computational Statistics, pages 151-178. John Wiley & Sons, UK, 2010. EPFL-IACS report 11.2008. [ Details | Full Text | Link ]

G. Rozza, E. De Bernardis, R. Spiegler, and V. Valente. An introduction to reduced basis method for parametrized PDEs. In Applied and Industrial Mathematics in Italy, volume III of Advances in Mathematics for Applied Sciences, pages 508-519, Singapore, 2009. WorldScientific. EPFL-IACS report 01.09, peer reviewed. [ Details | Full Text | Link ]

G. Rozza, N. C. Nguyen, A. T. Patera, and S. Deparis. Reduced Basis Methods and A Posteriori Error Estimators for Heat Transfer Problems. In Proceedings of the ASME HT 2009 summer conference, Heat Transfer Confererence, New York, 2009. ASME. presented in the Computational Section of the conference. EPFL-IACS report 05.2009, peer reviewed. [ Details | Full Text | Link ]

G. Rozza, D. P. Huynh, N. C. Nguyen, and A. T. Patera. Real-Time Reliable Simulation of Heat Transfer Phenomena. In Proceedings of the ASME HT 2009 summer conference, Heat Transfer Confererence, NewYork, 2009. ASME. presented in the Educational Section of the conference. EPFL-IACS report 06.2009, peer reviewed. [ Details | Full Text | Link ]

E. Zuazua, C. Le Bris, A. Patera, A. Quarteroni, T. Hou, G. Rozza, and A. Quarteroni. Reduced basis approximation for parametrized partial differential equations. In Numerical Models for Differential Equations, volume Chapter 18 of MS&A, Modelling, Simulation and Application, pages 556-587. Springer, Heildelberg, 2009. EPFL-IACS report 04.2009. [ Details | Link ]

S. Deparis and G. Rozza. Reduced basis method for multi-parameter dependent steady Navier-Stokes equations: applications to natural convection in a cavity. Journal of Computational Physics, 228(12):4359-4378, 2009. EPFL-IACS report 12.2008. [ DOI | Details | Full Text | Link ]

N. C. Nguyen, G. Rozza, and A. T. Patera. Reduced Basis Approximation and A Posteriori Error Estimation for the Time- Dependent Viscous Burgers Equation. Calcolo, 46(3):157-185, 2009. previously EPFL-IACS Report 10.2008. [ DOI | Details | Full Text | Link ]

G. Rozza. Reduced basis methods for Stokes equations in domains with non-affine parameter dependence. Computing and Visualization in Science, 12(1):23-35, 2009. published online since November 2006. [ DOI | Details | Link ]

G. Grandperrin, G. Rozza, and A. Quarteroni. Introduction a la methode des bases reduites. Reduced Basis method elliptic coercive partial differential equations, 2008. [ Details | Full Text ]

C. Gunther, G. Rozza, S. Deparis, A. Quarteroni, and M. Behr. Reduced basis method for the shape optimization of racing car components. Claudia Gunther has been at EPFL as visiting master degree student from University of Aachen (Germany), 2008. [ Details | Full Text | Link ]

R. Milani, A. Quarteroni, and G. Rozza. Reduced basis method for linear elasticity problems with many parameters. Computational Methods in Applied Mechanics and Engineering, 197(51-52):4812-4829, 2008. EPFL-IACS report 03.2008. [ DOI | Details | Full Text | Link ]

B. Haasdonk, M. Ohlberger, and G. Rozza. A Reduced Basis Method for Evolution Schemes with Parameter-Dependent Explicit Operators. ETNA, Electronic Transactions on Numerical Analysis, 32:145-168, 2008. Previously EPFL-IACS report 09.2008. Selected Paper from the 20th Chemnitz Finite Element Symposium, special issue on new developments in the field of numerical methods for partial differential equations and their applications. [ DOI | Details | Full Text | Link ]

G. Rozza, D. B. P. Huynh, and A. T. Patera. Reduced basis approximation and a posteriori error estimation for affinely parametrized elliptic coercive partial differential equations: Application to transport and continuum mechanics. Archives of Computational Methods in Engineering, 15(3):229-275, 2008. Invited review paper on the occasion of the ECCOMAS PhD Award received by the first author in 2006. [ DOI | Details | Full Text | Link ]

A. T. Patera and G. Rozza. Reduced Basis Approximation and A Posteriori Error Estimation for Parametrized Partial Differential Equations. MIT-Pappalardo Graduate Monographs in Mechanical Engineering. (C) MIT, Massachusetts Institute of Technology, Cambridge, MA, US, 2007. Please cite as: A.T. Patera and G. Rozza, Reduced Basis Approximation and A Posteriori Error Estimation for Parametrized Partial Differential Equations, Version 1.0, Copyright MIT 2006–2007, to appear in (tentative rubric) MIT Pappalardo Graduate Monographs in Mechanical Engineering. [ Details | Link ]

D. B. P. Huynh, G. Rozza, S. Sen, and A. T. Patera. A successive constraint linear optimization method for lower bounds of parametric coercivity and inf-sup stability constants. C. R. Math. Acad. Sci. Paris, 345(8):473-478, 2007. [ DOI | Details | Link ]

A. Quarteroni and G. Rozza. Tecniche a Basi Ridotte per l'Ottimizzazione di Configurazioni di Innesto per Bypass Coronarici. In Un grande matematico dell'800: omaggio a Eugenio Beltrami, Quaderni Incontro di Studio, Istituto Lombardo, Accademia di Scienze e Lettere, Milano, Italy, pages 225-238, 2007. [ Details ]

G. Rozza and K. Veroy. On the stability of Reduced Basis methods for Stokes Equations in parametrized domains. Computer Methods in Applied Mechanics and Engineering, 196(7):1244-1260, 2007. [ DOI | Details ]

A. Quarteroni and G. Rozza. Numerical solution of parametrized Navier-Stokes equations by reduced basis methods. Numerical Methods for Partial Differential Equations, 23(4):923-948, 2007. [ DOI | Details ]

A. Quarteroni, G. Rozza, A. Quaini, W. Fitzgibbon, R. Hoppe, J. Periaux, O. Pironneau, and Y. Vassilevski. Reduced basis methods for optimal control of advection-diffusion problems. In Advances in Numerical Mathematics, pages 193-216, Moscow, Russia and Houston, USA, 2007. [ Details | Link ]

R. Milani, G. Rozza, and A. Quarteroni. Metodi a basi ridotte per la risoluzione di problemi parametrizzati in elasticita' lineare. Master thesis developed at EPFL in the framework of EU Socrates Project when the author was student at Politecnico di Milano and at EPFL as visiting/ international exchange student., 2006. [ Details | Full Text ]

G. Fourestey, N. Parolini, C. Prud'homme, A. Quarteroni, and G. Rozza. Matematica in volo con Solar Impulse. In Matematica e Cultura 2006, pages 35-48, 2006. [ Details ]

G. Rozza. Real-time reduced basis solutions for Navier-Stokes equations: optimization of parametrized bypass configurations. In ECCOMAS CFD 2006 Proceedings on CD, 2006. [ Details | Link ]

A. Quarteroni, G. Rozza, L. Dedè, and A. Quaini. Numerical approximation of a control problem for advection-diffusion processes. In System modeling and optimization, volume 199, pages 261-273. Springer, Boston, 2006. [ DOI | Details | Link ]

V. Agoshkov, A. Quarteroni, and G. Rozza. Shape design in aorto-coronaric bypass anastomoses using perturbation theory. SIAM Journal on Numerical Analysis, 44(1):367-384, 2006. [ DOI | Details | Full Text ]

V. Agoshkov, A. Quarteroni, and G. Rozza. A mathematical approach in the design of arterial bypass using unsteady Stokes equations. Journal of Scientific Computing, 28(2-3):139-165, 2006. [ DOI | Details ]

A. Quaini, G. Rozza, and A. Quarteroni. Metodi a basi ridotte per problemi differenziali di fluidodinamica ambientale. Master thesis developed at EPFL in the framework of EU Socrates Project when the author was student at Politecnico di Milano and at EPFL as visiting/ international exchange student., 2005. [ Details | Full Text ]

G. Rozza. Reduced-basis methods for elliptic equations in sub-domains with a posteriori error bounds and adaptivity. Applied Numerical Mathematics, 55(4):403-24, 2005. [ DOI | Details | Full Text ]

G. Rozza. On optimization, control and shape design of an arterial bypass. International Journal for Numerical Methods in Fluids, 47(10-11):1411-19, 2005. [ DOI | Details | Full Text ]

G. Rozza. Real time reduced basis techniques for arterial bypass geometries. In Computational Fluid and Solid Mechanics - Third M.I.T. Conference on Computational Fluid and Solid Mechanics, pages 1283-1287, 2005. [ Details ]

G. Rozza and A. Quarteroni. Shape design by optimal flow control and reduced basis techniques. PhD thesis, Lausanne, 2005. ECCOMAS (European Community on Computational Methods in Applied Sciences) Award for the Best Ph.D Thesis on Computational Methods in Applied Sciences and Engineering (2005). [ DOI | Details | Full Text | Link ]

L. Dede, G. Rozza, and A. Quarteroni. Controllo ottimale e adattivita' per equazioni alle derivate parziali e applicazioni. Master thesis developed at EPFL in the framework of EU Socrated Project when the author was student at Politecnico di Milano and at EPFL as visiting/ international exchange student., 2004. [ Details | Full Text ]

A. Quarteroni and G. Rozza. Optimal control and shape optimization of aorto-coronaric bypass anastomoses. Mathematical Models and Methods in Applied Sciences, 13(12):1801-1823, 2003. [ DOI | Details | Full Text ]

G. Rozza and A. Quarteroni. Controllo ottimale e ottimizzazione di forma in fluidodinamica numerica. Master thesis developed at EPFL in the framework of EU Socrated Project when the author was student at Politecnico di Milano and at EPFL as visiting/ international exchange student., 2002. [ Details | Full Text ]

Skills
Aerodynamics, Gasdynamics, Fluid dynamics, Haemodynamics, Elasticity.
Mathematical Modelling and Numerical Simulation.
Optimal Flow Control, Shape Optimization.
Reduced Basis Techniques.
Small Perturbation in Fluid Mechanics.
Teaching
Mathematics

Phd Students
Chen Peng
Iapichino Laura
Manzoni Andrea
Software Library
Rapid Reliable Solution
of the Parametrized Partial
Differential Equations of
Continuum Mechanics And Transport:
http://augustine.mit.edu


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