ANDREA MANZONI, Ph.D. Curriculum Vitae et Studiorum

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1 Ecole Polytechnique Fédérale de Lausanne FSB - School of Basic Sciences MATHICSE - Mathematics Institute of Computational Science and Engineering CMCS - Chair of Modeling and Scientific Computing Station 8, CH-1015 Lausanne, Switzerland Phone: andrea.manzoni@epfl.ch 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 Researcher, Collaborateur Scientifique MATHICSE-CMCS, Ecole Polytechnique Fédérale de Lausanne, Switzerland PAST POSITIONS Post-Doctoral Research Fellow MOX - Politecnico di Milano, Italy Post-Doctoral Research Fellow SISSA Mathlab, Scuola Internazionale Superiore di Studi Avanzati, Trieste, Italy Ph.D. Research/Teaching Assistant MATHICSE-CMCS, Ecole Polytechnique Fédérale de Lausanne, Switzerland RESEARCH FIELD / SCIENTIFIC INTERESTS Reduced order modeling for numerical approximation of partial differential equations. Optimal control, optimal design, inverse problems and uncertainty quantification. Computational fluid dynamics, computational mechanics, cardiovascular flows. EDUCATION/TRAINING Ph.D. in Mathematics, Ecole Polytechnique Fédérale de Lausanne 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 Graduated with final full marks and honours: 110/110 cum Laude Thesis: 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 Graduated with final full marks and honours: 110/110 cum Laude Thesis: 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 ECCOMAS Award for one of the two Best PhD Theses (2012) in Europe on Computational Methods in Applied Sciences and Engineering Award for the Best PhD Thesis (2012) in Switzerland on Computational Methods in Applied Sciences and Engineering (Swiss nomination to the ECCOMAS Award) 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 Best Graduate Student Prize of the year ( ), Master Degree in Mathematical Engineering, Politecnico di Milano Best Graduate Student Prize of the year ( ), Bachelor Degree in Mathematical Engineering, Politecnico di Milano RESEARCH SUPPORT Istituto Nazionale di Alta Matematica, Gruppo Nazionale per il Calcolo Scientifico, Contributo Progetto Giovani Ricercatori 2013, Conference/Travel grant SHARM SISSA, post-doctoral research grant Supporting Human Assets in Research and Mobility (cofinanced by Regione Friuli Venezia Giulia and European Social Fund) PUBLICATIONS Books 1. A. Quarteroni, A. Manzoni, F. Negri. Reduced Basis Methods for Partial Differential Equations. An Introduction. Springer, Unitext Series, vol. 92, Referred publications in International Journals 2. A. Manzoni, F. Negri. Heuristic strategies for the approximation of stability factors in quadratically nonlinear parametrized PDEs. Adv. Comput. Math., 2015, in press. doi: /s A. Manzoni, F. Salmoiraghi, L. Heltai. Reduced Basis Isogeometric Methods (RB-IGA) for the real-time simulation of potential flows about parametrized NACA airfoils. Comput. Meth. Appl. Mech. Engrg. 284, pp , F. Negri, A. Manzoni, G. Rozza. Reduced basis approximation of parametrized optimal flow control problems for the Stokes equations. Comput. Math. with Appl. 69, pp , F. Ballarin, A. Manzoni, A. Quarteroni, G. Rozza. Supremizer stabilization of POD-Galerkin approximation of parametrized steady incompressible Navier-Stokes equations. Int. J. Numer. Methods Engng. 102(5), pp , A. Manzoni. An efficient computational framework for reduced basis approximation and a posteriori error estimation of parametrized Navier Stokes flows. ESAIM Math. Model. Numer. Anal. 48, pp , 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. J. Sci. Comput. 60, pp , 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. 47 (4), pp , T. Lassila, A. Manzoni, A. Quarteroni, G. Rozza. A reduced computational and geometrical framework for inverse problems in haemodynamics. Int. J. Numer. Methods Biomed. Engrg. 29 (7), pp , F. Negri, G. Rozza, A. Manzoni, A. Quarteroni. Reduced basis method for parametrized elliptic optimal control problems. SIAM J. Sci. Comput. 35 (5), pp. A2316-A2340, 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. 125 (1), pp , D. Devaud, A. Manzoni, G. Rozza. A combination between the reduced basis method and the ANOVA expansion: On the computation of sensitivity indices. C. R. Acad. Sci. Paris, Ser. I 351, pp , 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 , Curriculum Vitae et Studiorum page 2! /! 6

3 15. 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 & applications. J. Math. Ind. 2011, 1:3. Submitted Papers 18. A. Manzoni, S. Pagani. A certified reduced basis method for PDE-constrained parametric optimization problems by an adjointbased approach, F. Negri, A. Manzoni, D. Amsallem. Efficient model reduction of parametrized systems by matrix discrete empirical interpolation, I. Fumagalli, A. Manzoni, N. Parolini, M. Verani. Reduced basis approximation and a posteriori error estimates for parametrized elliptic eigenvalue problems, E. Beretta, M.C. Cerutti, A. Manzoni, D. Pierotti. On a semilinear elliptic boundary value problem arising in cardiac electrophysiology, A. Manzoni, S. Pagani, T. Lassila. Accurate solution of Bayesian inverse uncertainty quantification problems using model and error reduction methods, Book Chapters 23. T. Lassila, A. Manzoni, A. Quarteroni, G. Rozza. Model order reduction in fluid dynamics: challenges and perspectives. In Reduced Order Methods for Modeling and Computational Reduction, A. Quarteroni & G. Rozza (Eds.), Springer MS&A Series, Vol.9, pp , 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 , T. Lassila, A. Manzoni, G. Rozza. 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/Papers (with review) 27. 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), 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, 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. 30. 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 & WORKSHOPS (# poster session, * invited talk) (*) SIAM CT 15, SIAM Conference on Control and its Applications 2015, Invited talk (Mini-symposium on Reduced-Order Modeling for Design and Control of PDEs), Paris (France), July 8-10, (*) CMBE15, 4th International Conference on Computational and Mathematical Biomedical Engineering, Invited Talk (Minisymposium on Inverse problems, data assimilation, and uncertainty quantification in biomedical applications), Cachan, Paris (France), 29 June-1 July (*) SIAM CS&E 15, SIAM Conference on Computational Science and Engineering 2015, Invited talk (Mini-symposium on Reduced-order models for PDE-constrained optimization problems), Salt Lake City, Utah (USA), March 14-18, (#) NASPDE 2014, Workshop on Numerical Analysis of Stochastic PDEs, EPFL, September 9-10, (*) WCCM XI - ECCM V, 11th. World Congress on Computational Mechanics - 5th. European Conference on Computational Mechanics, Invited talk (MiniSymposium on Advanced reduced order modeling strategies for parametrized PDEs and applications), Barcelona (Spain), July 20-25, (*) SIAM UQ 14, SIAM Conference on Uncertainty Quantification 2014, Invited talk (mini-symposium on Uncertainty quantification via dimension reduction), Savannah, Georgia (USA), March 31- April 3, (*) Model Order Reduction and Data Workshop, Invited Talk, Laboratoire Jacques-Louis Lions, Université Pierre et Marie Curie (UPMC - Paris 6), January 6-8, (*) ECCOMAS YIC 2013, Eccomas 2nd Young Investigators Conference, Invited Semi-Plenary talk, Bordeaux (France), September 2-6, (*) 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, 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, INVITED SEMINARS University of Sheffield, Center for Computational Imaging & Simulation Technologies in Biomedicine, October 8, Technische Universität München, TUM Informatik-Kolloquium, September 18, SISSA Mathlab, Scuola Internazionale Superiore di Studi Avanzati, Trieste, January 11, Technische Universität München, Institut für Informatik, July 19, Universität Erlangen-Nürnberg, Lehrstuhl für Informatik 10 (System Simulation), July 21, Curriculum Vitae et Studiorum page 4! /! 6

5 TEACHING Lecturer, Ecole Doctorale, Mathématiques (EDMA), EPFL Doctoral Class on Reduced order modelling for parametrized systems Senior Teaching Assistant, class: Analysis I, Bachelor Program in Engineering, EPFL Co-Supervision: Semester Project, Student: Seif Ben Bader (Master) Co-Supervision: Semester Project, Student: Léo Diserens (Master) Lecture/Tutorials at Summer School on "Reduced Basis Methods - Fundamentals and Applications", Center for Mathematical Sciences, Technische Universität München (Germany) Module on Shape Optimization problems, class: Partial Differential Equations II, Politecnico di Milano, Master Program in Mathematical Engineering. Teaching Assistant, class: Partial Differential Equations II, Politecnico di Milano, Master Program in Mathematical Engineering. Module on Shape Optimization problems, class: Partial Differential Equations II, Politecnico di Milano, Master Program in Mathematical Engineering. Teaching Assistant, class: Introduction to the Finite Element Method, Bachelor/Master Program in Mathematics and Computer Science, EPFL Co-supervision: Semester Project, Student: Marie Dupraz (Master) Teaching Assistant, class: Introduction to the Finite Element Method, Bachelor/Master Program in Mathematics and Computer Science, EPFL Co-supervision: 2 Semester Projects, Students: Diane Guignard (Master), Marie Dupraz (Bachelor) Teaching Assistant, class: Introduction to the Finite Element Method, Bachelor/Master Program in Mathematics and Computer Science, EPFL Module on Shape Optimization problems, class: Partial Differential Equations II, Politecnico di Milano, Master Program in Mathematical Engineering. Co-Supervision: 2 Semester Projects, Students: Alexandre Grandchamp (Master), Joel Clivaz (Bachelor) Co-Supervision: Semester Project, Student: Alexandre Grandchamp (Bachelor) PHD THESES (co-advisor) Niccolò Dal Santo, Doctoral Program in Mathematics, EPFL Diana Bonomi, Doctoral Program in Mathematical Models and Methods in Engineering, Politecnico di Milano Stefano Pagani, Doctoral Program in Mathematical Models and Methods in Engineering, Politecnico di Milano Francesco Ballarin, Doctoral Program in Mathematical Models and Methods in Engineering, Politecnico di Milano, Reduced-order models for patient-specific haemodynamics of coronary artery bypass grafts MASTER THESES (co-supervisor) Dott. Luca Ponti, Master Thesis in Mathematical Engineering, Politecnico di Milano Shape optimization for fluid-structure interaction problems Dott. Stefano Pagani, Master Thesis in Mathematical Engineering, Politecnico di Milano Theoretical analysis and reduced basis methods for parametrized optimization problems governed by PDEs Dott. Francesco Ballarin, Master Thesis in Mathematical Engineering, Politecnico di Milano Shape optimization for tridimensional flows in cardiovascular geometries Curriculum Vitae et Studiorum page 5! /! 6

6 SCIENTIFIC ACTIVITIES Invited visiting at Laboratoire Jacques-Louis Lions, Université Pierre et Marie Curie (Paris 6, France) Invited visiting at University of Sheffield, Center for Computational Imaging & Simulation Technologies in Biomedicine, Sheffield (UK) Organizer and Chair of the MiniSymposium on Inverse problems, data assimilation, and uncertainty quantification in biomedical applications, CMBE2015, 4th International Conference on Computational and Mathematical Biomedical Engineering, Cachan, Paris (France), 29 June-1 July Organizer and Chair of the MiniSymposium on "Reduced-order models for PDE-constrained optimization problems, SIAM CS&E 15, SIAM Conference on Computational Science and Engineering 2015, Salt Lake City, Utah (USA), March 14-18, Organizer and Chair of the MiniSymposium on "Advanced reduced order modeling strategies for parametrized PDEs and applications", WCCM XI - ECCM V, 11th. World Congress on Computational Mechanics - 5th. European Conference on Computational Mechanics, Barcelona (Spain). Organizer and Chair of the Young MiniSimposium Reduced and polynomial approximation strategies for parametrized and stochastic PDEs, SIMAI 2012 Conference, Torino (Italy). Scientific Collaborator of MoxOff, spin-off of Politecnico di Milano. Scientific Collaborator of Ospedale Sacco, Milano (Italy), Cardiosurgery and Radiology Departments, Project: Shape Optimization of aorto-coronary bypasses, in collaboration with MOX, Politecnico di Milano Scientific Collaborator of CE.TE.NA., Fincantieri (Italy), Project: Reduced Basis Methods for shape optimization in computational fluid dynamics Co-responsible of development and maintenance of the reduced basis software library rbmit (developed at MIT by Prof A.T. Patera s group) Co-responsible of development and maintenance of the finite element software Mlife (developed at Politecnico di Milano by F. Saleri) Member of the Society for Industrial and Applied Mathematics (SIAM) Member of the Società Italiana per la Matematica Applicata e Industriale (SIMAI) Reviewer of SIAM Journal on Control and Optimization Reviewer of SIAM Journal on Scientific Computing Reviewer of International Journal of Numerical Methods in Engineering Reviewer of Computer Methods in Applied Mechanics and Engineering Reviewer of Journal of Optimization Theory and Applications Reviewer of ESAIM: Mathematical Modeling and Numerical Analysis Reviewer of Communications in Computational Physics Lausanne, July 5th, 2015 Curriculum Vitae et Studiorum page 6! /! 6