Optimization and operations research
From a theoretical point of view, the research is focused on robust optimization approaches to include data uncertainty in the optimization process. Applications are in health care (e.g., home care, blood donation system, ambulance location) and manufacturing industry (scheduling).
Both Bayesian and frequentist approaches are used from the methodological point of view. The research is focused on stochastic differential equations and health. The first point refers to Bayesian parameter estimation in complex systems described by ordinary or partial differential equations. The second point mainly deals with modeling the evolution of patient conditions and demand for care in several health care facilities (e.g., home care, blood donation system, ambulances).
The research deals with mathematical models applied to bioengineering problems and with in-vitro studies of the cardiovascular fluid-dynamics. Technological solutions as 3D printing support these activities.
Born in Milan, Italy, in 1979.
PhD in Bioengineering in June 2008 at Politecnico di Milano.
Master degree in Biomedical Engineering cum laude in April 2004 at Politecnico di Milano.
Permanent Researcher since November 2011 at the Institute of Applied Mathematics and Information Technology (IMATI) of the National Research Council of Italy (CNR), Milan, Italy.
Adjunct Professor at the Department of Mathematics of Politecnico di Milano (Dept. Mathematics), Milan, Italy.
Collaborating member of the Centre Interuniversitaire de Recherche sur les Reseaux d'Entreprise, la Logistique et le Transport (CIRRELT), Montréal and Quebec City, Canada.
Member of the Laboratory of Biomechanics for Endovascular Treatments of the Aorta (β-Lab), Università degli Studi di Pavia, CNR-IMATI and Policlinico San Donato.
Member of the coordination structures for the "Biotechnology" and "Healthcare and Wellbeing" project areas at the Engineering, ICT and Technologies for Energy and Transportation Department (DIITET) of the CNR.
Shareholder and Collaborator of Compass Care LLC, Stamford, CT, US (www.CareWhenYouNeedIt.com).
Adjunct Professor and Lecturer of Mathematical Analysis (MAT/05) and Lecturer of Geometry (MAT/03) and Probability and Statistics (MAT/06) at Politecnico di Milano.