SISSA Mathlab
Scuola Internazionale Superiore di Studi Avanzati
International School for Advanced Studies
Office 701, Santorio A
via Bonomea, 265 - 34136 TRIESTE, Italy
Phone: +39 040 3787 479
E-mail: 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
07. 2012 RESEARCH FIELD /
SCIENTIFIC INTERESTS
Post-Doctoral Research Fellow
SISSA Mathlab, Scuola Internazionale Superiore di Studi Avanzati, Trieste, Italy
Reduced order modelling for numerical approximation of partial differential equations.
Optimal control, optimal design, inverse problems and uncertainty quantification.
Computational fluid dynamics with application to haemodynamics and hydrodynamics.
EDUCATION/TRAINING
2009-2012
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)
2006-2008
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)
2003-2006
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)
1998-2003
Maturità Scientifica (Scientific Diploma) with final full marks 100/100
Liceo Scientifico Statale “Luigi Cremona”, Milano
AWARDS
2013
2011
2010
2008
Andrea Manzoni, Ph.D.
Curriculum Vitae et Studiorum
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 (2007-2008), Master Degree in Mathematical Engineering,
Politecnico di Milano
Best Graduate Student Prize of the year (2005-2006), Bachelor Degree in Mathematical Engineering,
Politecnico di Milano
page 1/5
RESEARCH SUPPORT
10. 2013 - 06.2014
Istituto Nazionale di Alta Matematica, Gruppo Nazionale per il Calcolo Scientifico, Contributo Progetto
Giovani Ricercatori 2013, Conference/Travel grant
07. 2012 - 04.2014
SHARM 2012-2014 SISSA, post-Doctoral research grant “Supporting Human Assets in Research and
Mobility” (cofinanced by Regione Friuli Venezia Giulia and European Social Fund)
PUBLICATIONS
Referred publications in International Journals
1.
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., 2014. DOI: 10.1051/m2an/2014013 (in press)
2. 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., 2014. DOI: 10.1007/s10915-013-9807-8.
3. 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. 1107-1131, 2013.
4. 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. 741-776, 2013.
5. 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, 2013.
6. 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. 115-152, 2013.
7. 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. 593-598, 2013.
8. 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. 646-670, 2012.
9. 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. 604-625, 2012.
10. 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. 1555-1576, 2012.
11. A. Manzoni, A. Quarteroni, G. Rozza. Computational reduction for parametrized PDEs: strategies and applications. Milan J.
Math. 80 (2), pp. 283-309, 2012.
12. A. Quarteroni, G. Rozza, A. Manzoni. Certified reduced basis approximation for parametrized partial differential equations &
applications. J. Math. Ind. 2011, 1:3.
Submitted Papers
13. A. Manzoni, F. Negri. Rigorous and heuristic strategies for the approximation of stability factors in nonlinear parametrized PDEs,
2014.
14. F. Negri, A. Manzoni, G. Rozza. Certified reduced basis method for parametrized optimal control problems governed by the
Stokes equations, 2014.
Book Chapters
15. 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. 235-274, 2014.
16. 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 (1923-2010). Springer, INdAM Series, vol. 4, F. Brezzi, P. Colli Franzone, U.
Gianazza, G. Gilardi (Eds.), 2013. Re-printed also on Bollettino Unione Matematica Italiana (UMI), under permission/agreement
Springer-UMI. Preprint: Technical Report MATHICSE 33.2012.
Andrea Manzoni, Ph.D.
Curriculum Vitae et Studiorum
page 2/5
17. 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. 307-315, 2011.
18. 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. 397-406, 2013.
Conference Proceedings/Papers (with review)
19. 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), 2012.
20. 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, 2012. Preprint: Technical Report MATHICSE 19.2012.
21. 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.
22. 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, 2011.
23. 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), 2010.
CONFERENCES & WORKSHOPS
(# poster session, * invited talk)
•
•
•
•
•
•
•
•
•
•
•
•
•
•
•
•
•
•
(*) 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, 2014.
(*) Model Order Reduction and Data Workshop, Invited Talk, Laboratoire Jacques-Louis Lions, Université Pierre et Marie Curie
(UPMC - Paris 6), January 6-8, 2014.
(*) ECCOMAS YIC 2013, Eccomas 2nd Young Investigators Conference, Invited Semi-Plenary talk, Bordeaux (France),
September 2-6, 2013.
(*) 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, 2013.
(#) MoRePas II, Model Reduction of Parametrized Systems, Schloss Reisensburg, Günzburg (Germany), October 2-5, 2012.
SIMAI 2012, Contributed talk, Politecnico di Torino (Italy), June 25-28, 2012.
(*) 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, 2012.
(*) Journées Lions-Magenes, Invited talk, Université Pierre et Marie Curie (UPMC - Paris 6), Laboratoire Jacques-Louis Lions,
December 14-15, 2011.
25th IFIP TC7 Conference on System Modeling and Optimization, Contributed talk, TU Berlin, Institut für Mathematik, Berlin
(Germany), September 12-16, 2011.
RMMM 2011, Reliable Method of Mathematical Modeling, Contributed talk, EPFL, Lausanne (Switzerland), July 6-8, 2011.
CompBioMed, 2nd International Conference on Computational & Mathematical Biomedical Engineering, Contributed talk,
George Mason University, Washington D.C. (USA), March 30 - April 1, 2011.
(*) 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, 2011.
(*) RS2CP Workshop on Reduction Strategies for the Simulation of Complex Problems, Invited talk, MOX, Politecnico di Milano
(Italy), January 19-21, 2011.
Optimal Control of PDEs, Summer School, Contributed talk, Cortona (Italy), July 12-17, 2010.
MPF 2010, IV International Symposium on Modelling of Physiological flows, Contributed talk, Sardinia (Italy), June 2-5, 2010.
Swiss Numerics Colloquium, Seminar for Applied Mathematics, Contributed talk, ETH Zurich (Switzerland), April 16, 2010.
(*) Mathematics and Applications, Workshop in honour of Prof. Sandro Salsa 60th birthday, Invited talk, Politecnico di Milano
(Italy), January 11, 2010.
(#) MoRePas 09, Model Reduction of Parametrized Systems, University of Munster (Germany), September 16-18, 2009.
Andrea Manzoni, Ph.D.
Curriculum Vitae et Studiorum
page 3/5
INVITED SEMINARS
•
•
•
•
•
University of Sheffield, Center for Computational Imaging & Simulation Technologies in Biomedicine, October 8, 2013.
Technische Universität München, TUM Informatik-Kolloquium, September 18, 2013.
SISSA Mathlab, Scuola Internazionale Superiore di Studi Avanzati, Trieste, January 11, 2012.
Technische Universität München, Institut für Informatik, July 19, 2011.
Universität Erlangen-Nürnberg, Lehrstuhl für Informatik 10 (System Simulation), July 21, 2011.
TEACHING
2013 - 2014
•
Lecture/Tutorials at Summer School on "Reduced Basis Methods - Fundamentals and Applications",
Center for Mathematical Sciences, Technische Universität München (Germany)
2012 - 2013
•
Module on Shape Optimization problems, class: Partial Differential Equations II, Politecnico di Milano,
Master Program in Mathematical Engineering.
2011 - 2012
•
Teaching Assistant, class: Introduction to the Finite Element Method, Bachelor/Master Program in
Mathematics and Computer Science, EPFL
Teaching Assistant, class: Numerical Analysis, Bachelor Program in Mathematics, EPFL
Co-supervision: Semester Project, Student: Marie Dupraz (Master)
•
•
2010 - 2011
•
•
•
2009 - 2010
•
•
Teaching Assistant, class: Introduction to the Finite Element Method, Bachelor/Master Program in
Mathematics and Computer Science, EPFL
Teaching Assistant, class: Numerical Analysis, Bachelor Program in Mathematics, 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)
•
•
Teaching Assistant, class: Numerical Analysis, Bachelor Program in Mathematics, EPFL
Co-Supervision: Semester Project, Student: Alexandre Grandchamp (Bachelor)
•
•
2008 - 2009
Teaching Assistant, class: Introduction to the Finite Element Method, Bachelor/Master Program in
Mathematics and Computer Science, EPFL
Teaching Assistant, class: Numerical Analysis, Bachelor Program in Mathematics, EPFL
Co-supervision: 2 Semester Projects, Students: Diane Guignard (Master), Marie Dupraz (Bachelor)
THESES
2013
Dott. Stefano Pagani, Master Thesis in Mathematical Engineering, Politecnico di Milano (co-supervision)
Theoretical analysis and reduced basis methods for parametrized optimization problems governed by PDEs
2011
Dott. Francesco Ballarin, Master Thesis in Mathematical Engineering, Politecnico di Milano (co-supervision)
Shape optimization for tridimensional flows in cardiovascular geometries
COACHING/TUTORING
2013 2012 2011
Ph.D. Students: Diana Bonomi, Stefano Pagani (MOX - Politecnico di Milano)
Ph.D. Students: Francesco Ballarin (MOX - Politecnico di Milano), Federico Negri (CMCS - EPFL)
M. Sc. Student: Federico Negri (Politecnico di Milano)
Andrea Manzoni, Ph.D.
Curriculum Vitae et Studiorum
page 4/5
SCIENTIFIC ACTIVITIES
07.2014 Invited visiting at Laboratoire Jacques-Louis Lions, Université Pierre et Marie Curie (Paris 6, France)
10.2013
Invited visiting at University of Sheffield, Center for Computational Imaging & Simulation Technologies in
Biomedicine, Sheffield (UK)
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).
06.2012 Organizer and Chair of the Young MiniSimposium “Reduced and polynomial approximation strategies for
parametrized and stochastic PDEs”, SIMAI 2012 Conference, Torino (Italy).
07.2014
2012 - Scientific Collaborator of MoxOff, spin-off of Politecnico di Milano.
2012 - 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
2012 - Scientific Collaborator of CE.TE.NA., Fincantieri (Italy),
Project: “Reduced Basis Methods for shape optimization in computational fluid dynamics”
2009 - Co-responsible of development and maintenance of the reduced basis software library rbMIT
(developed at MIT by Prof A.T. Patera’s group)
2009 - Co-responsible of development and maintenance of the finite element software Mlife
(developed at Politecnico di Milano by F. Saleri).
2011 - Member of the Society for Industrial and Applied Mathematics (SIAM)
2012 - Member of the Società Italiana per la Matematica Applicata e Industriale (SIMAI)
2011 - Reviewer of Journal of Optimization Theory and Applications
2012 - Reviewer of ESAIM: Mathematical Modelling and Numerical Analysis
2010 - Reviewer of Communications in Computational Physics
Trieste, February 21st, 2014
Andrea Manzoni, Ph.D.
Andrea Manzoni, Ph.D.
Curriculum Vitae et Studiorum
page 5/5