GL.

• Home
• Research
• Posts

Manuscripts in Progress

• Lee, G., Laval, J., Jha, A., & Wiesenfeld, K. (2025). Unveiling Nature’s Blueprint: KPZ Universality in Real-World Traffic Flows

  MIP

• Jha, A., Lee, G., Wiesenfeld, K., & Laval, J. (2024). Evidence of Non-Equilibrium Critical Phenomena in a Simple Model of Traffic

  Under Review in Physical Review E

• Laval, J., Lee, G., Jha, A., & Wiesenfeld, K. (2024).The Thermodynamics of Traffic Flow: The City as an Engine

  Under Review in Physica A

Publications

• Lee, G., Ding, Z., & Laval, J. (2023). Effects of Loop Detector Position on the Macroscopic Fundamental Diagram.

  Transportation Research Part C: Emerging Technologies.   Paper   PPT   Webinar

Conference Proceedings

• Lee, G., Laval, J., Jha, A., & Wiesenfeld, K. (2025, January). Empirical Verification that Traffic Flow is on the KPZ Universality Class: Implications for Traffic Congestion

  2025 Transportation Research Board Annual Meeting

• Laval, J., Lee, G., Jha, A., & Wiesenfeld, K. (2025, January).The Thermodynamics of Traffic Flow: The City as an Engine

  2025 Transportation Research Board Annual Meeting

• Jha, A., Wiesenfeld, K., Lee, G., & Laval, J. (2025, January). Evidence of Non-Equilibrium Critical Phenomena in a Simple Model of Traffic

  2025 Transportation Research Board Annual Meeting

• Laval, J., Lee, G., Jha, A., & Wiesenfeld, K. (2024, December). Open-boundaries Biham-Middleton-Levine traffic model: Empirical test, supercriticality and KPZ universality

  Traffic and Granular Flow 2024

• Lee, G., Laval, J., Jha, A., & Wiesenfeld, K. (2024, September). Empirical Verification that Traffic Flow is on the KPZ Universality Class: Implications for Traffic Congestion

  Conference in Emerging Technologies in Transportation Systems (TRC-30)

• Lee, G., Laval, J., Xu, T., & Chen, D. (2024, January). Difference in Commercial ACC Car-Following Behavior and How to Overcome Calibration Challenges.

  2024 Transportation Research Board Annual Meeting.  

• Lee, G., Laval, J., & Chen, D. (2023, September). A Global Search Problem on the Calibration of Two-regime Stochastic Car-following Model.

  26th IEEE International Conference on Intelligent Transportation Systems ITSC 2023.   Paper   PPT

• Lee, G., Kim, EJ., & Kim, DK. (2021, January). Network-wide Spatiotemporal Traffic Speed Imputation Using Generative Adversarial Network.

  2021 Transportation Research Board Annual Meeting

• Lee, G., Cho, SH., Lee, E., Kho, SY., & Kim, DK. (2020, January). Evaluation of Balanced Level between Demand and Supply of Bus Stops Using a Performance Measure Based on Smartcard Data.

  2020 Transportation Research Board Annual Meeting

• Lee, G., Yoon, SW., & Kim, DK. (2019, October). The Effects of Drivers' Characteristics on Duration of Traffic Law Recidivism.

  2019 ITS World Congress, Singapore

Invited Talks