ANDREA MANZONI, Ph.D. Curriculum Vitae et Studiorum

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1 SISSA Mathlab Scuola Internazionale Superiore di Studi Avanzati International School for Advanced Studies Office 701, Santorio A via Bonomea, TRIESTE, Italy Phone: amanzoni@sissa.it Webpage: people.sissa.it/~amanzoni/home ANDREA MANZONI, Ph.D. Curriculum Vitae et Studiorum Personal Data Nationality Date/place of birth Italian December 31st, 1984 in Bollate (MILANO, Italy) Current Position present Post-Doctoral Research Fellow SISSA Mathlab, Scuola Internazionale Superiore di Studi Avanzati, Trieste, Italy Research Field / Scientific Interests Reduced order modelling for numerical approximation of partial differential equations. Focus on inverse problems, optimal control and shape optimization problems. Computational fluid dynamics with application to haemodynamics and naval hydrodynamics. Education/Training Ph.D. in Mathematics Ecole Polytechnique Fédérale de Lausanne, Mathematics Institute of Computational Science and Engineering (MATHICSE) Chair of Modelling and Scientific Computing (CMCS) Thesis: Reduced Models for optimal control, shape optimization and inverse problems in haemodynamics (Directors: Prof. Alfio Quarteroni, Dr. Gianluigi Rozza) Master Degree in Mathematical Engineering Politecnico di Milano, Facoltà di Ingegneria dei Sistemi Graduated with final full marks and honours: 110/110 cum Laude Thesis (in Italian): Shape optimization for fluid dynamics problems: theoretical analysis and numerical methods (Directors: Prof. Sandro Salsa, Dr. Nicola Parolini) Bachelor Degree in Mathematical Engineering Politecnico di Milano, Facoltà di Ingegneria dei Sistemi Graduated with final full marks and honours: 110/110 cum Laude Thesis (in Italian): Simulation and control of pollutant emissions in Venice Lagoon (Director: Prof. Fausto Saleri) Maturità Scientifica (Scientific Diploma) with final full marks 100/100 Liceo Scientifico Statale Luigi Cremona, Milano Curriculum Vitae et Studiorum page 1/6

2 Awards Memberships present present Bavarian Graduate School in Computational Engineering Student Paper Prize, 3rd Edition, awarded at SIAM Conference CS&E11 on Computational Science & Engineering, Reno, Nevada (USA) Prime d'enseignement, Séction de Mathématiques, EPFL, 2010 Best Graduate Student Prize of the year ( ), Master Degree in Mathematical Engineering, Politecnico di Milano, Italy Best Graduate Student Prize of the year ( ), Bachelor Degree in Mathematical Engineering, Politecnico di Milano, Italy Member of the Society for Industrial and Applied Mathematics Member of the Società Italiana per la Matematica Applicata e Industriale Research Support present SHARM SISSA, post-doctoral research grant Supporting Human Assets in Research and Mobility (cofinanced by Regione Friuli Venezia Giulia and European Social Fund), project Reduced Basis Methods for shape optimization in computational fluid dynamics FNS EPFL, Doctoral grant in the framework of the Swiss National Science Foundation project "Reduced Basis Method for Optimization and Control" PUBLICATIONS Referred publications in International Journals 1. G. Rozza, D.B.P Huynh, A. Manzoni. Reduced basis approximation and error bounds for Stokes flows in parametrized geometries: roles of the inf-sup stability constants. Numer. Math. (in press), Online version (doi): / s T. Lassila, A. Manzoni, A. Quarteroni, G. Rozza. Boundary control and shape optimization for the robust design of bypass anastomoses under uncertainty. ESAIM Math. Model. Numer. Anal. (in press), Online version (doi): / m2an/ A. Manzoni, A. Quarteroni, G. Rozza. Shape optimization for viscous flows by reduced basis methods and free-form deformation. Int. J. Numer. Meth. Fluids 70 (5), pp , A. Manzoni, A. Quarteroni, G. Rozza. Model reduction techniques for fast blood flow simulation in parametrized geometries. Int. J. Numer. Meth. Biomed. Engng. 28 (6-7), pp , T. Lassila, A. Manzoni, G. Rozza, On the approximation of stability factors for general parametrized partial differential equations with a two-level affine decomposition. ESAIM Math. Model. Numer. Anal. 46, pp , A. Manzoni, A. Quarteroni, G. Rozza. Computational reduction for parametrized PDEs: strategies and applications. Milan J. Math. 80 (2), pp , A. Quarteroni, G. Rozza, A. Manzoni. Certified Reduced Basis Approximation for Parametrized Partial Differential Equations and Applications. Journal of Mathematics in Industry 2011, 1:3. Curriculum Vitae et Studiorum page 2/6

3 Submitted papers Book Chapters 8. F. Negri, G. Rozza, A. Manzoni, A. Quarteroni. Reduced basis method for parametrized elliptic optimal control problems, T. Lassila, A. Manzoni, A. Quarteroni, G. Rozza. A reduced computational and geometrical framework for inverse problems in haemodynamics. Submitted, Preprint: Technical Report MATHICSE F. Ballarin, A. Manzoni, G. Rozza, S. Salsa. Shape optimization by Free-Form Deformation: existence results and numerical solution of a benchmark problem for Stokes flows, D. Devaud, A. Manzoni, G. Rozza. A combination between the reduced basis method and the ANOVA expansion: on the computation of sensitivity indices. Submitted, T. Lassila, A. Manzoni, A. Quarteroni, G. Rozza. Generalized reduced basis methods and n-width estimates for the approximation of the solution manifold of parametric PDEs. In Analysis and Numerics of Partial Differential Equations. Contribution dedicated to Enrico Magenes ( ). Springer, INdAM Series, vol. 4, F. Brezzi, P. Colli Franzone, U. Gianazza, G. Gilardi (Eds.), Re-printed also on Bollettino Unione Matematica Italiana (UMI), under permission/agreement Springer-UMI. Preprint: Technical Report MATHICSE G. Rozza, T. Lassila, 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, selected papers from the ICOSAHOM '09 conference, June 22-26, Trondheim, Norway. Springer, Series: Lecture Notes in Computational Science and Engineering, vol. 76, J.S. Hesthaven, E.M. Ronquist (Eds.), pp , G. Rozza, A. Manzoni, T. Lassila. Reduction strategies for shape dependent inverse problems in haemodynamics. In System Modeling and Optimization, revised selected papers from the 25th IFIP TC7 Conference, CSMO 2011, September 12-16, 2011, Berlin, Germany. Springer, Series : IFIP Advances in Information and Communication Technology, vol. 391, D. Hömberg, F. Tröltzsch (Eds.), pp , Conference Proceedings/Paper (with review) 15. G. Rozza, A. Manzoni, F. Negri. Reduction strategies for PDE-constrained optimization problems in haemodynamics. Proceedings of ECCOMAS 2012, European Congress on Computational Methods in Applied Sciences and Engineering, Vienna, Austria, J. Eberhardsteiner et.al. (Eds), Submitted. Preprint: Technical Report MATHICSE A. Manzoni, T. Lassila, A. Quarteroni, G. Rozza. A reduced-order strategy for solving inverse Bayesian shape identification problems in physiological flows. Proceedings of the 5th International Conference on High Performance Scientific Computing, Hanoi, Vietnam, March 5-9, Submitted. Preprint: Technical Report MATHICSE A. Manzoni. Model order reduction by reduced basis for optimal control and shape optimization. Paper awarded with the 3rd BGCE Student Paper Prize at the 2011 SIAM Computational Science and Engineering Conference, Reno, NV, USA. 18. A. Quarteroni, A. Manzoni, G. Rozza. Model order reduction by reduced basis methods and free-form deformation for shape optimization. In Schnelle Löser für Partielle Differentialgleichungen, R. Bank and W. Hackbusch (Eds.), Mathematisches Forschungsinstitut Oberwolfach, Germany, May 22-28, G. Rozza, A. Manzoni. Model order reduction by geometrical parametrization for shape optimization in computational fluid dynamics. Proceedings of ECCOMAS CFD 2010, V European Conference on Computational Fluid Dynamics, Lisbon, Portugal, J.C.F. Pereira and A. Sequeira (Eds), Curriculum Vitae et Studiorum page 3/6

4 CONFERENCES/SEMINARS/WORKSHOPS International/ National Conferences (# poster session, * invited talk) Other invited Seminars (*) SIAM CS&E 13, SIAM Conference on Computational Science and Engineering 2013, Invited talk (Mini-symposium on Reduced Order Modelling for Complex Systems in CFD), Boston, Massachusetts (USA), February 25-March 1, (#) MoRePas II, Model Reduction of Parametrized Systems, Schloss Reisensburg, Günzburg (Germany), October 2-5, SIMAI 2012, Contributed talk, Politecnico di Torino (Italy), June 25-28, (*) CECAM Workshop on Reduced Basis, POD and Reduced Order Methods for model and computational reduction: towards real-time computing and visualization?, Invited talk, CECAM Headquarters, EPFL, Lausanne (Switzerland), May 14-16, (*) Journées Lions-Magenes, Invited talk, Université Pierre et Marie Curie (UPMC - Paris 6), Laboratoire Jacques-Louis Lions, December 14-15, th IFIP TC7 Conference on System Modeling and Optimization, Contributed talk, TU Berlin, Institut für Mathematik, Berlin (Germany), September 12-16, RMMM 2011, Reliable Method of Mathematical Modeling, Contributed talk, EPFL, Lausanne (Switzerland), July 6-8, CompBioMed, 2nd International Conference on Computational & Mathematical Biomedical Engineering, Contributed talk, George Mason University, Washington D.C. (USA), March 30 - April 1, (*) SIAM CS&E 11, Conference on Computational Science and Engineering 2011, Invited talk (CS&E Student Prize Session), Reno, Nevada (USA), February 28-March 4, (*) RS2CP Workshop on Reduction Strategies for the Simulation of Complex Problems, Invited talk, MOX, Politecnico di Milano (Italy), January 19-21, Optimal Control of PDEs, Summer School, Contributed talk, Cortona (Italy), July 12-17, MPF 2010, IV International Symposium on Modelling of Physiological flows, Contributed talk, Chia Laguna, Sardinia (Italy), June 2-5, Swiss Numerics Colloquium, Seminar for Applied Mathematics, Contributed talk, ETH Zurich (Switzerland), April 16, (*) Mathematics and Applications, Workshop in honour of Prof. Sandro Salsa 60th birthday, Invited talk, Politecnico di Milano (Italy), January 11, (#) MoRePas 09, Model Reduction of Parametrized Systems, University of Munster (Germany), September 16-18, SISSA Mathlab, Scuola Internazionale Superiore di Studi Avanzati, Trieste (Italy), January 11, 2012 Bavarian Graduate School of Computational Engineering, Technische Universität München, Institut für Informatik, and Universität Erlangen-Nürnberg, Lehrstuhl für Informatik 10 (System Simulation), July 19-21, Curriculum Vitae et Studiorum page 4/6

5 Other attended Workshops/Schools Optimal Control of PDEs, Summer School, Cortona (Italy), July 12-17, Trends in Computational Hemodynamics, Workshop, CECAM, EPFL Lausanne (Switzerland), May 10-12, High Accuracy Flow Simulations, Symposium in honour of Prof. Michel O. Deville 65th birthday, EPFL Lausanne (Switzerland), February 15-16, Advanced methods and perspetives in nonlinear optimization and control, Workshop, ENSIACET, Toulouse (France), February 3-5, PDEs, optimal design and numerics, Summer School & Workshop, Benasque International Center of Science (Spain), August 24 - September 4, TEACHING ACTIVITY present present present Teaching Assistant for 7 cycles of Numerical Analysis and Introduction to Finite Element Method courses for students in Mathematics and Engineering at EPFL, School of Basic Sciences, Section de Mathématiques (FSB-SMA) in a.y , , , (courses held by Prof. A. Quarteroni) Lectures on Shape Optimization problems, Course on Partial Differential Equations II, Politecnico di Milano, Master Program in Mathematical Engineering, 2010 and Advising Co-advisor (together with Prof. S. Salsa) of a Master Thesis in Mathematical Engineering at Politecnico di Milano, a. y Student: Francesco Ballarin. Thesis title: Shape optimization for tridimensional flows in cardiovascular geometries Co-supervisor (together with Prof. A. Quarteroni) of 6 Semester Projects for students in Mathematics (Bachelor/Master) at EPFL in a. y , , , Training Coaching activity for two Ph.D. students: Francesco Ballarin (MOX - Politecnico di Milano), Federico Negri (CMCS - EPFL) OTHER SCIENTIFIC ACTIVITIES present SIMAI 2012 Conference, organizer of the Young MiniSimposium Reduced and polynomial approximation strategies for parametrized and stochastic PDEs Reviewer of Scientific Journals: ESAIM: Mathematical Modelling and Numerical Analysis, Journal of Optimization Theory and Applications Curriculum Vitae et Studiorum page 5/6

6 OTHER DUTIES present present Software development Collaborator for the development and maintenance of the reduced basis software library rbmit, (developed at MIT by Prof A.T. Patera s group) and of the finite element software Mlife (developed at Politecnico di Milano by F. Saleri). Scientific Consueling/Collaborations CMCS, Modeling and Scientific Computing, EPFL, Lausanne, Switzerland MOX, Modeling and Scientific Computing, Politecnico di Milano, Italy MoxOff, spin-off of Politecnico di Milano. Modeling for Industrial Optimization. Project: Numerical and Statistical tools supporting early offering and design stages, Partner: Industrie Meccaniche Scardellato, Casale sul Sile, Treviso (Italy) Ospedale Sacco, Milano (Italy), Cardiosurgery and Radiology Departments, Project: Shape Optimization of aorto-coronary bypasses, together with MOX CE.TE.NA., Fincantieri (Italy), Project: Reduced Basis Methods for shape optimization in computational fluid dynamics Trieste, April 13th, 2013 Andrea Manzoni, Dott. Ing, Ph.D. Curriculum Vitae et Studiorum page 6/6