Carolina Osorio

This publication selection covers the last five years.

Journal articles (8)

DI, Xuan (Sharon), QIAN, Sean, OSORIO, Carolina ; « Special Issue on Machine Learning Methods for Urban Passenger Mobility »,  Transportation Science,vol. 59, no 4,  2025, p. iii-vi .

TAY, Timothy, OSORIO, Carolina ; « A Sampling Strategy for High-Dimensional, Simulation-Based Transportation Optimization Problems »,  Transportation Science,vol. 58, no 5,  2024, p. 947-972 .

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 .