hec.ca > Faculty

Carolina Osorio

Professor,  Department of Decision Sciences

Carolina Osorio

Contact information

HEC Montréal
3000, chemin de la Côte-Sainte-Catherine
Montréal (Québec)
Canada H3T 2A7

Email : carolina.osorio@hec.ca
Phone : 514 340-7138
Secretary: 514 340-6472
Fax : n/a
Office : 4.846


  • Ph.D. (Mathematics), École Polytechnique Fédérale de Lausanne (EPFL)
  • M. Sc. (Statistics), University College London (UCL)
  • Bachelor (Engineering), École nationale supérieure d'informatique et de mathématiques appliquées de Grenoble (ENSIMAG), Institut National Polytechnique (INP) de Grenoble

Current research

  • Forthcoming

This publication selection covers the last five years.


Journal articles (7)

TAY, Timothy, OSORIO, Carolina; « A sampling strategy for high-dimensional simulation-based transportation optimization problems », Transportation Science, 2024 (status : online).

LU, Jing, OSORIO, Carolina; « Link transmission model: A formulation with enhanced compute time for large-scale network optimization », Transportation Research Part B: Methodological, vol. 185, 2024, p. 1-31.

ZHOU, Tianli, FIELDS, Evan, OSORIO, Carolina; « A data-driven discrete simulation-based optimization algorithm for car-sharing service design », Transportation Research Part B: Methodological, vol. 178, 2023, p. 1-26.

TAY, Timothy, OSORIO, Carolina; « Bayesian optimization techniques for high-dimensional simulation-based transportation problems », Transportation Research Part B: Methodological, vol. 164, 2022, p. 210-243.

LU, Jing, OSORIO, Carolina; « On the Analytical Probabilistic Modeling of Flow Transmission Across Nodes in Transportation Networks », Transportation Research Record : Journal of the Transportation Research Board, vol. 2676, no 12, 2022, p. 209-225.

FIELDS, Evan, OSORIO, Carolina, ZHOU, Tianli; « A Data-Driven Method for Reconstructing a Distribution from a Truncated Sample with an Application to Inferring Car-Sharing Demand », Transportation Science, vol. 55, no 3, 2021, p. 616-636.

OSORIO, Carolina, ATASOY, Bilge; « Efficient Simulation-Based Toll Optimization for Large-Scale Networks », Transportation Science, vol. 55, no 5, 2021, p. 1010-1024.

This selection of supervision activities covers the last five years.

Fall 2023

MATH 60615A

Fall 2022

MATH 60615A