Ilgin Guler
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Research Keywords
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Projects
Recent Publications
Machine-Learning-Based Traffic State Prediction in Car–Bicycle Mixed Traffic Using Synthetic Data
Fathijam, F. & Guler, S. I., 2026, (Accepted/In press) In: Transportation Research Record.Research output: Contribution to journal › Article › peer-review
Reckless Driving Crash Risks: Analysis of Contributing Factors
Gu, X., Guler, S. I. & Gayah, V. V., 2026, (Accepted/In press) In: Transportation Research Record.Research output: Contribution to journal › Article › peer-review
Adaptive Action Selection Strategy of Reinforcement Learning Approach for Intelligent Traffic Light Control
Lyu, L., Ilgin Guler, S. & Gayah, V. V., 2026, In: IEEE Transactions on Intelligent Transportation Systems. 27, 3, p. 2871-2881 11 p.Research output: Contribution to journal › Article › peer-review
Modeling economic impacts of transportation infrastructure in Pennsylvania considering spatial dependency across counties
Mahmud, A., Gayah, V. V. & Guler, S. I., Mar 2026, In: International Journal of Transportation Science and Technology. 21, p. 77-91 15 p.Research output: Contribution to journal › Article › peer-review
A mixed integer quadratically constrained programming model for optimal deployment of capacitated fast-charging stations for electric vehicles: a Bayesian optimization approach
Na, H. S., Yoon, S., Jo, S., Kweon, S. J. & Guler, S. I., 2026, (Accepted/In press) In: Optimization and Engineering.Research output: Contribution to journal › Article › peer-review
The Effect of the New York City Congestion Toll on Trips Served by Transportation Network Companies
Pandey, A., Guler, I. & Gayah, V., 2026, In: Transport Findings. 2026Research output: Contribution to journal › Article › peer-review
Consistency in Subjective Judgments of Service Vehicle Type Based On Vehicle and Flashing Light Colors
Bullough, J. D., Das, A., Skinner, N. P., Guler, S. I. & Rea, M. S., Mar 2025, In: Transportation Research Record. 2679, 3, p. 58-66 9 p.Research output: Contribution to journal › Article › peer-review
Multi-objective optimization of maintenance, repair, and rehabilitation schedule for pavements in urban networks considering greenhouse gas emissions
Chowdhury, L. F., Guler, S. I. & Stoffels, S. M., 2025, (Accepted/In press) In: Structure and Infrastructure Engineering.Research output: Contribution to journal › Article › peer-review
A Generative Approach to Generalize Deep Learning Models for Pavement Distress Segmentation
Prajapati, A. K. & Guler, I., Apr 2025, In: Data Science for Transportation. 7, 1, 2.Research output: Contribution to journal › Article › peer-review
Surrogate-Modeling for Pavement Maintenance Scheduling
Prajapati, A. K. & Guler, I., Dec 2025, In: Data Science for Transportation. 7, 3, 23.Research output: Contribution to journal › Article › peer-review
Deep Learning-Based Spatial Translation of Traffic Prediction Using Newell's Theory
Sengupta, A. & Ilgin Guler, S., Jul 1 2025, In: Journal of Transportation Engineering Part A: Systems. 151, 7, 04025041.Research output: Contribution to journal › Article › peer-review
Increasing signalized intersection capacity with flexible lane design
Shi, Y., Guler, S. I., Zhao, J., Zhu, J. & Yang, X., Apr 2025, In: Transportation Research Part C: Emerging Technologies. 173, 105054.Research output: Contribution to journal › Article › peer-review
Analysis of spatial interactions among shared e-scooters, shared bikes, and public transit
Lu, M., Traut, E. J., Ilgin Guler, S. & Hu, X., 2024, In: Journal of Intelligent Transportation Systems: Technology, Planning, and Operations. 28, 4, p. 587-603 17 p.Research output: Contribution to journal › Article › peer-review
Macroscopic Analysis of the Impacts of Shared Bikes on Traffic Safety
Lu, M., Gayah, V. V. & Ilgin Guler, S., Jul 2024, In: Transportation Research Record. 2678, 7, p. 740-758 19 p.Research output: Contribution to journal › Article › peer-review
Multi-Objective Optimization of Maintenance, Rehabilitation, and Reconstruction Decision Making Considering Safety
Lu, M., Guler, S. I. & Gayah, V. V., Jan 2024, In: Transportation Research Record. 2678, 1, p. 507-520 14 p.Research output: Contribution to journal › Article › peer-review
