Carolina Osorio Member, GERAD share Associate Professor, Department of Decision Sciences, HEC Montréal carolina.osorio@hec.ca Phone: 514 340-7138 Research Axes Axis 2: Decision support made in complex systems Axis 3: Decision support made under uncertainty Research Applications Smart infrastructure (telecommunications, public transport, smart cities) Smart logistics (schedule design, supply chains, logistics, manufacturing systems) Publications Sep 2021 Efficient simulation-based toll optimization for large-scale networks Carolina Osorio and Bilge Atasoy Transportation Science, 55(5), 1010–1024, 2021 BibTeX reference May 2021 A data-driven method for reconstructing a distribution from a truncated sample with an application to inferring Car-charing demand Evan Fields, Carolina Osorio, and Tianli Zhou Transportation Science, 55(3), 616–636, 2021 BibTeX reference News Two new Scale AI chairs Dec 15, 2021 Scale AI Research Chair in Artificial Intelligence for Urban Mobility and Logistics, at HEC Montréal, held by Professor Carolina Osorio. Scale AI Chair in Data Science for Retail, at McGill University, held by Professor Maxime Cohen. For more informations. Events Apr 28, 202111:00 AM — 12:00 PM Efficient Bayesian optimization techniques for high-dimensional urban mobility problems GERAD seminar Carolina Osorio – Associate Professor, Department of Decision Sciences, HEC Montréal Online meeting Prizes and awards since 2021 Scale AI Research Chair in Artificial Intelligence for Urban Mobility and Logistics Chair Supervision Claudia Bongiovanni Postdoctoral research Yifei Xie Ph.D. Peiyu Jing Ph.D.