Carolina Osorio

39 papers A* 1Misc 3Journal 31Unranked 4
YearRankTypeTitle / Venue / Authors
2026 J jnl
From Lagging to Leading: Validating Hard Braking Events as High-Density Indicators of Segment Crash Risk.
CoRR
Yechen Li, Shantanu Shahane, Shoshana Vasserman, Carolina Osorio, Yi-Fan Chen, Ivan Kuznetsov, Kristin White, Justyna Swiatkowska, Neha Arora, Feng Guo
2025 J jnl
BO4Mob: Bayesian Optimization Benchmarks for High-Dimensional Urban Mobility Problem.
CoRR
Seunghee Ryu, Donghoon Kwon, Seongjin Choi, Aryan Deshwal, Seungmo Kang, Carolina Osorio
2025 J jnl
Improving Simulation-Based Origin-Destination Demand Calibration Using Sample Segment Counts Data.
CoRR
Arwa Alanqary, Chao Zhang, Yechen Li, Neha Arora, Carolina Osorio
2025 J jnl
On How Traffic Signals Impact the Fundamental Diagrams of Urban Roads.
CoRR
Chao Zhang, Yechen Li, Neha Arora, Carolina Osorio
2025 J jnl
Origin-Destination Travel Demand Estimation: An Approach That Scales Worldwide, and Its Application to Five Metropolitan Highway Networks.
CoRR
Chao Zhang, Neha Arora, Christopher Bian, Yechen Li, Willa Ng, Andrew Tomkins, Bin Yan, Janny Zhang, Carolina Osorio
2025 J jnl
Special Issue on Machine Learning Methods for Urban Passenger Mobility.
Transp. Sci.
Xuan Di, Sean Qian, Carolina Osorio
2025 J jnl
Traffic Simulations: Multi-City Calibration of Metropolitan Highway Networks.
CoRR
Chao Zhang, Yechen Li, Neha Arora, Damien Pierce, Carolina Osorio
2024 J jnl
A Sampling Strategy for High-Dimensional, Simulation-Based Transportation Optimization Problems.
Transp. Sci.
Timothy Tay, Carolina Osorio
2024 A* conf
Active Sequential Posterior Estimation for Sample-Efficient Simulation-Based Inference.
NeurIPS
Sam Griesemer, Defu Cao, Zijun Cui, Carolina Osorio, Yan Liu
2024 J jnl
Active Sequential Posterior Estimation for Sample-Efficient Simulation-Based Inference.
CoRR
Sam Griesemer, Defu Cao, Zijun Cui, Carolina Osorio, Yan Liu
2024 J jnl
Dynamic Traffic Models in Transportation Science (Dagstuhl Seminar 24281).
Dagstuhl Reports
José Correa, Carolina Osorio, Laura Vargas Koch, David P. Watling, Svenja Griesbach
2024 J jnl
On the Use of Abundant Road Speed Data for Travel Demand Calibration of Urban Traffic Simulators.
CoRR
Suyash C. Vishnoi, Akhil Shetty, Iveel Tsogsuren, Neha Arora, Carolina Osorio
2024 — conf
Scalable Learning of Segment-Level Traffic Congestion Functions.
ITSC
Shushman Choudhury, Abdul Rahman Kreidieh, Iveel Tsogsuren, Neha Arora, Carolina Osorio, Alexandre M. Bayen
2024 J jnl
Scalable Learning of Segment-Level Traffic Congestion Functions.
CoRR
Shushman Choudhury, Abdul Rahman Kreidieh, Iveel Tsogsuren, Neha Arora, Carolina Osorio, Alexandre M. Bayen
2024 — conf
Traffic Simulations: Multi-City Calibration of Metropolitan Highway Networks.
ITSC
Chao Zhang, Yechen Li, Neha Arora, Damien Pierce, Carolina Osorio
2023 — conf
On the Use of Abundant Road Speed Data for Travel Demand Calibration of Urban Traffic Simulators.
SIGSPATIAL/GIS
Suyash C. Vishnoi, Akhil Shetty, Iveel Tsogsuren, Neha Arora, Carolina Osorio
2022 — conf
An adversarial variational inference approach for travel demand calibration of urban traffic simulators.
SIGSPATIAL/GIS
Martin Mladenov, Sanjay Ganapathy Subramaniam, Chih-Wei Hsu, Neha Arora, Andrew Tomkins, Craig Boutilier, Carolina Osorio
2022 J jnl
Dynamic Traffic Models in Transportation Science (Dagstuhl Seminar 22192).
Dagstuhl Reports
Martin Gairing, Carolina Osorio, Britta Peis, David P. Watling, Katharina Eickhoff
2021 J jnl
A Data-Driven Method for Reconstructing a Distribution from a Truncated Sample with an Application to Inferring Car-Sharing Demand.
Transp. Sci.
Evan Fields, Carolina Osorio, Tianli Zhou
2021 J jnl
Adaptive Partitioning Strategy for High-Dimensional Discrete Simulation-based Optimization Problems.
CoRR
Jing Lu, Tianli Zhou, Carolina Osorio
2021 J jnl
An Efficient Simulation-Based Travel Demand Calibration Algorithm for Large-Scale Metropolitan Traffic Models.
CoRR
Neha Arora, Yi-Fan Chen, Sanjay Ganapathy, Yechen Li, Ziheng Lin, Carolina Osorio, Andrew Tomkins, Iveel Tsogsuren
2021 J jnl
Efficient Simulation-Based Toll Optimization for Large-Scale Networks.
Transp. Sci.
Carolina Osorio, Bilge Atasoy
2021 J jnl
On the approximation of queue-length distributions in transportation networks.
CoRR
Jing Lu, Carolina Osorio
2021 J jnl
Quantifying the sustainability impact of Google Maps: A case study of Salt Lake City.
CoRR
Neha Arora, Theophile Cabannes, Sanjay Ganapathy, Yechen Li, Preston McAfee, Marc Nunkesser, Carolina Osorio, Andrew Tomkins, Iveel Tsogsuren
2019 J jnl
Simulation-Based Travel Time Reliable Signal Control.
Transp. Sci.
Xiao Chen, Carolina Osorio, Bruno Filipe Santos
2018 J jnl
A Probabilistic Traffic-Theoretic Network Loading Model Suitable for Large-Scale Network Analysis.
Transp. Sci.
Jing Lu, Carolina Osorio
2018 J jnl
A Simulation-Based Optimization Algorithm for Dynamic Large-Scale Urban Transportation Problems.
Transp. Sci.
Linsen Chong, Carolina Osorio
2018 J jnl
Dynamic Traffic Models in Transportation Science (Dagstuhl Seminar 18102).
Dagstuhl Reports
Roberto Cominetti, Tobias Harks, Carolina Osorio, Britta Peis
2017 J jnl
Analytical and Scalable Analysis of Transient Tandem Markovian Finite Capacity Queueing Networks.
Transp. Sci.
Carolina Osorio, Jana Yamani
2017 J jnl
Simulation-Based Optimization: Achieving Computational Efficiency Through the Use of Multiple Simulators.
Transp. Sci.
Carolina Osorio, Krishna Kumar Selvam
2015 J jnl
A Computationally Efficient Simulation-Based Optimization Algorithm for Large-Scale Urban Transportation Problems.
Transp. Sci.
Carolina Osorio, Linsen Chong
2015 J jnl
Capturing Dependency Among Link Boundaries in a Stochastic Dynamic Network Loading Model.
Transp. Sci.
Carolina Osorio, Gunnar Flötteröd
2015 J jnl
Energy-Efficient Urban Traffic Management: A Microscopic Simulation-Based Approach.
Transp. Sci.
Carolina Osorio, Kanchana Nanduri
2013 J jnl
A Simulation-Based Optimization Framework for Urban Transportation Problems.
Oper. Res.
Carolina Osorio, Michel Bierlaire
2013 Misc conf
A procedure to select the best subset among simulated systems using economic opportunity cost.
WSC
Franco Chingcuanco, Carolina Osorio
2012 J jnl
A tractable analytical model for large-scale congested protein synthesis networks.
Eur. J. Oper. Res.
Carolina Osorio, Michel Bierlaire
2012 Misc conf
An efficient simulation-based optimization algorithm for large-scale transportation problems.
WSC
Carolina Osorio, Linsen Chong
2012 Misc conf
Combining metamodel techniques and Bayesian selection procedures to derive computationally efficient simulation-based optimization algorithms.
WSC
Carolina Osorio, Hoda Bidkhori
2009 J jnl
An analytic finite capacity queueing network model capturing the propagation of congestion and blocking.
Eur. J. Oper. Res.
Carolina Osorio, Michel Bierlaire