{"id":9,"date":"2023-07-10T07:32:19","date_gmt":"2023-07-10T07:32:19","guid":{"rendered":"https:\/\/zunino.faculty.polimi.it\/?page_id=9"},"modified":"2023-08-18T13:51:42","modified_gmt":"2023-08-18T13:51:42","slug":"home","status":"publish","type":"page","link":"https:\/\/zunino.faculty.polimi.it\/","title":{"rendered":"Paolo Zunino \nDr. Ing., Ph.D."},"content":{"rendered":"\n
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Vita<\/strong><\/h3>\n\n\n\n
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  • MOX – Department of Mathematics, Politecnico di Milano, Italy<\/strong>\n
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    • January 2018 – present Full Professor in Numerical Analysis<\/li>\n\n\n\n
    • July 2015 – December 2017 Associate Professor<\/li>\n\n\n\n
    • April 2005 – December 2011, Ricercatore<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n\n\n\n
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      • Department of Mechanical Engineering and Materials Science, University of Pittsburgh, PA, USA<\/strong>\n
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        • January 2012 – June 2015, Assistant Professor<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n\n\n\n
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          • Chair of Modelling and Scientific Computing, Institute of Analysis and Scientific Computing, Ecole Polytechnique F\u00e9d\u00e9rale de Lausanne, Switzerland<\/strong>\n
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            • November 2002 – March 2005, Postdoctoral Fellow<\/li>\n\n\n\n
            • June 1999 – October 2002, Research Assistant<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n\n\n\n
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              Research Interests<\/strong><\/h3>\n\n\n\n
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              • Numerical methods for partial differential equations<\/strong>\n
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                • Extended finite element methods<\/li>\n\n\n\n
                • Splitting schemes for coupled problems<\/li>\n\n\n\n
                • Numerical approximation of poro-mechanics <\/li>\n<\/ul>\n<\/li>\n<\/ul>\n\n\n\n
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                  • Mixed-dimensional approximation of multiscale problems<\/strong>\n
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                    • Analysis and approximation of mixed-dimensional PDEs<\/li>\n\n\n\n
                    • Applications to mass transfer problems (microcrculation)<\/li>\n\n\n\n
                    • Applications to fluid-structure interaction<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n\n\n\n
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                      • Scientific machine learning<\/strong>\n
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                        • Deep-learning based reduced order models (DL-ROM)<\/li>\n\n\n\n
                        • Application of DL-ROM the analysis of multiscale problems<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<\/div>\n\n\n\n
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                          Selected Publications<\/strong><\/h3>\n\n\n\n
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                          • Franco, N.R., Manzoni, A., Zunino, P. A deep learning approach to reduced order modeling of parameter dependent partial differential equations<\/em>(2023) Mathematics of Computation, 92 (340), pp. 483-524.<\/li>\n\n\n\n
                          • Kuchta, M., Laurino, F., Mardal, K.-A., Zunino, P. Analysis and approximation of mixed-dimensional PDEs on 3D-1D domains coupled with Lagrange multipliers<\/em> (2021) SIAM Journal on Numerical Analysis, 59 (1), pp. 558-582.<\/li>\n\n\n\n
                          • Federica Laurino, Paolo Zunino, Derivation and analysis of coupled PDEs on manifolds with high dimensionality gap arising from topological model reduction<\/em> ESAIM: M2AN 53 (6) 2047-2080 (2019).<\/li>\n\n\n\n
                          • I. Ambartsumyan, E. Khattatov, I. Yotov, P. Zunino A Lagrange multiplier method for a Stokes-Biot fluid-poroelastic structure interaction model<\/em> Numerische Mathematik (2018), 140 (2), pp. 513-553.<\/li>\n\n\n\n
                          • T .Koeppl, E. Vodotto, B. Wohlmuth, P. Zunino, Mathematical modelling, analysis and numerical approximation of second order elliptic problems with inclusions<\/em> M3AS, Vol. 28 (2018), pp. 953-978.<\/li>\n<\/ul>\n<\/div>\n<\/div>\n\n\n\n
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                            Service<\/strong><\/h3>\n\n\n\n
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                            • Co-Editor of ZAMP<\/strong>, Zeitschrift f\u00fcr angewandte Mathematik und Physik Journal of Applied Mathematics and Physics \/ Journal de Math\u00e9matiques et de Physique appliqu\u00e9es, Springer, 2023-p.<\/li>\n\n\n\n
                            • Member of the Editorial Board of Mathematics in Engineering<\/strong>, AIMS Press, 2018-p.<\/li>\n\n\n\n
                            • Member of the Editorial Board of SEMA-SIMAI <\/strong>Springer Series. 2014-p.<\/li>\n\n\n\n
                            • Associate Editor of Frontiers in Physiology: specialty section of Computational Physiology and Medicine.<\/li>\n\n\n\n
                            • Member of the Graduate Faculty of the Ph.D. Program in Mathematical Models and Methods for Engineering, Department of Mathematics, Politecnico di Milano, 2011-p.<\/li>\n\n\n\n
                            • Deputy-Coordinator of the Ph.D. Program<\/strong> Mathematical Models and Methods for Engineering, Department of Mathematics, Politecnico di Milano, 2016  – 2021.<\/li>\n<\/ul>\n<\/div>\n\n\n\n
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                              Recent Students and Post.Docs<\/h3>\n\n\n\n
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                              • Post. Doc: Dr. Nicola R. Franco<\/strong>, November 2022 – present, \n
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                                • Ph.D. in 2023 with Prof. Paolo Zunino, Politecnico di Milano.<\/li>\n<\/ul>\n<\/li>\n\n\n\n
                                • Post. Doc: Dr. Luovica Cicci,<\/strong> November 2021 – October 2022, \n
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                                  • Ph.D. in 2022 with Prof. Alfio Quarteroni, Politecnico di Milano.<\/li>\n<\/ul>\n<\/li>\n\n\n\n
                                  • Post.Doc: Dr. Daniele Cerroni<\/strong>, January 2017 – 2020\n
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                                    • Ph.D. in 2015 with Prof. Sandro Manservisi, Universita di Bologna.<\/li>\n<\/ul>\n<\/li>\n\n\n\n
                                    • Ph.D: N.R. Franco,<\/strong> November 2019 – 2023\n
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                                      • Doctoral Program on Mathematical Models and Methods for Engineering, Politecnico di Milano. Ph.D. Thesis: Machine Learning for Precision Medicine<\/strong><\/em><\/li>\n<\/ul>\n<\/li>\n\n\n\n
                                      • Ph.D: N. Barnafi<\/strong>, 2017 – 2020, Ph.D. Co-Supervisor with Prof. A. Quarteroni and Prof. L. Dede\n
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                                        • Doctoral Program on Mathematical Models and Methods for Engineering, Politecnico di Milano. Ph.D. Thesis on Cardiac poromechanics<\/strong><\/em><\/li>\n<\/ul>\n<\/li>\n\n\n\n
                                        • Ph.D: F. Laurino<\/strong>, 2016 – 2019.\n
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                                          • Doctoral Program on Mathematical Models and Methods for Engineering, Politecnico di Milano. Ph.D. Thesis on Hierarchical computational models for predicting the vascular and extravascular transport of molecules<\/strong>, nanoconstructs and cells in neoplastic tissues<\/em>, in collaboration with the Italian Institute of Technology.<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<\/div>\n\n\n\n
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                                            Recent Seminars and Conferences<\/h3>\n\n\n\n
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                                            • Invited Speaker: <\/strong>Scientific Machine Learning Workshop<\/strong><\/em> at the Banff International Research Station, Canada.\n
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                                              • Title: A Deep Learning approach to Reduced Order Modelling of Parameter dependent Partial Differential Equations.<\/em><\/li>\n<\/ul>\n<\/li>\n\n\n\n
                                              • Co-Organizer of the Minisymposium:<\/strong> Innovative Modeling and computational approaches for living systems and precision medicine<\/em><\/strong> at the First International Conference on Emerging Technologies in Computational Science for Industry, Sustainability and Innovation \u2013 M2P 2023, Italy<\/li>\n\n\n\n
                                              • Invited Plenary Speaker:<\/strong> 11th Conference on Applied Mathematics and Scientific Computing<\/em><\/strong> , Croatia.\n
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                                                • Title: A Deep Learning approach to Reduced Order Modeling of Parameter dependent Partial Differential Equations.<\/em><\/li>\n<\/ul>\n<\/li>\n\n\n\n
                                                • Invited Keynote speaker:<\/strong> 7th International Conference on Computational and Mathematical Biomedical Engineering<\/strong>, Italy \n
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                                                  • Title: Mesoscale models of microcirculation.<\/em><\/li>\n<\/ul>\n<\/li>\n\n\n\n
                                                  • Co-Organizer of the Workshop MCF2021:<\/strong> Modelling the Cardiac Function Theory, Numerical Methods, Clinical Applications<\/em><\/strong>, 2021<\/li>\n<\/ul>\n<\/div>\n<\/div>\n\n\n\n
                                                    \n","protected":false},"excerpt":{"rendered":"

                                                    Vita Research Interests Selected Publications Service Recent Students and Post.Docs Recent Seminars and Conferences<\/p>\n","protected":false},"author":6,"featured_media":35,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"footnotes":""},"class_list":["post-9","page","type-page","status-publish","has-post-thumbnail","hentry"],"_links":{"self":[{"href":"https:\/\/zunino.faculty.polimi.it\/index.php?rest_route=\/wp\/v2\/pages\/9","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/zunino.faculty.polimi.it\/index.php?rest_route=\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/zunino.faculty.polimi.it\/index.php?rest_route=\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/zunino.faculty.polimi.it\/index.php?rest_route=\/wp\/v2\/users\/6"}],"replies":[{"embeddable":true,"href":"https:\/\/zunino.faculty.polimi.it\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=9"}],"version-history":[{"count":27,"href":"https:\/\/zunino.faculty.polimi.it\/index.php?rest_route=\/wp\/v2\/pages\/9\/revisions"}],"predecessor-version":[{"id":116,"href":"https:\/\/zunino.faculty.polimi.it\/index.php?rest_route=\/wp\/v2\/pages\/9\/revisions\/116"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/zunino.faculty.polimi.it\/index.php?rest_route=\/wp\/v2\/media\/35"}],"wp:attachment":[{"href":"https:\/\/zunino.faculty.polimi.it\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=9"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}