Publication
The list is not frequently updated. You can also find more about my research on Google Scholar profile and ResearchGate profile.
Refereed Journal Papers
Wang, Z., Liu, Z., Cheng, Q.*, Gu, Z.*, 2024. Integrated self-consistent macro-micro traffic flow modeling and calibration framework based on trajectory data. Transportation Research Part C: Emerging Technologies 158, 104439.
Alhariqi, A., Gu, Z., Saberi, M.*, 2023. Impact of vehicle arrangement in mixed autonomy traffic on emissions. Transportation Research Part D: Transport and Environment 125, 103964.
Gu, Z., Li, Y., Saberi, M., Rashidi, T.H., Liu, Z.*, 2023. Macroscopic parking dynamics and equitable pricing: Integrating trip-based modeling with simulation-based robust optimization. Transportation Research Part B: Methodological 173, 354-381.
Gu, Z., Yang, X., Zhang, Q., Yu, W., Liu, Z.*, 2023. TERL: Two-Stage Ensemble Reinforcement Learning Paradigm for Large-Scale Decentralized Decision Making in Transportation Simulation. IEEE Transactions on Knowledge and Data Engineering, 1-14.
Shi, Y., Gu, Z.*, Yang, X., Li, Y., Chu, Z. 2023. An Adaptive Route Guidance Model Considering the Effect of Traffic Signals Based on Deep Reinforcement Learning. IEEE Intelligent Transportation Systems Magazine, 2-15.
Wang, Z., Shi, Y., Tong, W., Gu, Z., Cheng, Q.*. 2023. Car-following Models for Human-driven Vehicles and Autonomous Vehicles: A Systematic Review. ASCE Journal of Transportation Engineering: Part A 149(8), 04023075.
Chen, Y., Gu, Z., Zheng, N., Vu, H.L.*, 2023. Optimal coordinated congestion pricing for multiple regions: a surrogate-based approach. Transportation.
Shafiei, S.*, Gu, Z., Grzybowska, H., Cai, C., 2023. Impact of self-parking autonomous vehicles on urban traffic congestion. Transportation 50, 183-203.
Gu, Z., Wang, Z., Liu, Z., Saberi, M.*, 2022. Network traffic instability with automated driving and cooperative merging. Transportation Research Part C: Emerging Technologies 138, 103626.
Mansourianfar, M.H., Gu, Z., Saberi, M.*, 2022. Distance-based time-dependent optimal ratio control scheme (TORCS) in congested mixed autonomy networks. Transportation Research Part C: Emerging Technologies 141, 103760.
Alhariqi, A., Gu, Z., Saberi, M.*, 2022. Calibration of the intelligent driver model (IDM) with adaptive parameters for mixed autonomy traffic using experimental trajectory data. Transportmetrica B: Transport Dynamics 10(1), 421-440.
Zhang, J., Wu, W., Cheng, Q.*, Tong, W.*, Khadka, A., Fu, X., Gu, Z., 2022. Extracting the Complete Travel Trajectory of Subway Passengers Based on Mobile Phone Data. Journal of Advanced Transportation, 8151520.
Chen, Y.*, Zhang, Y., Gu, Z., 2022. Differential Congestion Pricing Strategies for Heterogeneous Users in the Mixed Traffic Condition. Journal of Advanced Transportation, 1829104.
Nourmohammadi, Z., Lilasathapornkit, T., Ashfaq, M., Gu, Z., Saberi, M.*, 2022. Mapping Urban Environmental Performance with Emerging Data Sources: A Case of Urban Greenery and Traffic Noise in Sydney, Australia. Sustainability 13(2), 605.
Mansourianfar, M. H., Gu, Z., Waller, S. T., Saberi, M.*, 2021. Joint routing and pricing control in congested mixed autonomy networks. Transportation Research Part C: Emerging Technologies 131, 103338.
Gu, Z., Safarighouzhdi, F., Saberi, M., Rashidi, T.H.*, 2021. A macro-micro approach to modeling parking. Transportation Research Part B: Methodological 147, 220-244.
Nourmohammadi, F., Mansourianfar, M., Shafiei, S., Gu, Z., Saberi, M.*, 2021. An Open GMNS Dataset of a Dynamic Multi-modal Transportation Network Model of Melbourne, Australia. Data 6(2), 21.
Najmi, A., Bostanara, M., Gu, Z., Rashidi, T.H.*, 2021. On-street parking management and pricing policies: An evaluation from a system enhancement perspective. Transportation Research Part A: Policy and Practice 146, 128-151.
Ashfaq, M., Gu, Z., Waller, S.T., Saberi, M.*, 2021. Comparing Dynamic User Equilibrium and Noniterative Stochastic Route Choice in a Simulation-Based Dynamic Traffic Assignment Model: Practical Considerations for Large-Scale Networks. Journal of Advanced Transportation, 6667335.
Gu, Z., Saberi, M.*, 2020. Simulation-based optimization of toll pricing in large-scale urban networks using the network fundamental diagram: A cross-comparison of methods. Transportation Research Part C: Emerging Technologies 122, 102894.
Gu, Z., Najmi, A., Saberi, M., Liu, W., Rashidi, T.H.*, 2020. Macroscopic parking dynamics modeling and optimal real-time pricing considering cruising-for-parking. Transportation Research Part C: Emerging Technologies 118, 102714.
Saberi, M.*, Hamedmoghadam, H., Ashfaq, M., Hosseini S.A., Gu, Z., Shafiei, S., Nair, D.J., Dixit, V., Gardner, L., Waller, S.T., González, M.C., 2020. A simple contagion process describes spreading of traffic jams in urban networks. Nature Communications 11, 1616.
Gu, Z., Saberi, M.*, 2019. A bi-partitioning approach to congestion pattern recognition in a congested monocentric city. Transportation Research Part C: Emerging Technologies 109, 305-320.
Gu, Z., Waller, S.T., Saberi, M.*, 2019. Surrogate-based toll optimization in a large-scale heterogeneously congested network. Computer-Aided Civil and Infrastructure Engineering 34(8), 1-16.
Gu, Z., Shafiei, S., Liu, Z., Saberi, M.*, 2018. Optimal distance- and time-dependent area-based pricing with the Network Fundamental Diagram. Transportation Research Part C: Emerging Technologies 95, 1-28.
Gu, Z., Saberi, M., Sarvi, M., Liu, Z.*, 2018. A big data approach for clustering and calibration of link fundamental diagrams for large-scale network simulation applications. Transportation Research Part C: Emerging Technologies 94, 151-171.
Gu, Z., Liu, Z.*, Cheng, Q., Saberi, M., 2018. Congestion pricing practices and public acceptance: A review of evidence. Case Studies on Transport Policy 6(1), 94-101.
Liu, Z., Gu, Z.*, Bai, Y., Zhong, N., 2018. Intermodal transportation of modular structure units. World Review on Intermodal Transportation Research 7(2), 99-123.
Shafiei, S., Gu, Z., Saberi, M.*, 2018. Calibration and Validation of a Simulation-based Dynamic Traffic Assignment Model for a Large-Scale Congested Network. Simulation Modelling Practice and Theory 86, 169-186.
Lu, L., Gu, Z., Huang, D., Liu, Z.*, Chen, J., 2017. An evaluation framework for the public information guidance system. KSCE Journal of Civil Engineering. 21(5), 1919-1928.
Gu, Z., Liu, Z.*, Shiwakoti, N., Yang, M., 2016. Video-based analysis of school students’ emergency evacuation behavior in earthquakes. International Journal of Disaster Risk Reduction 18, 1-11.
Zhao, X., Wang, D., Yan, Y.*, Gu, Z., 2015. Stochastic simulation on system reliability and component probabilistic importance of road network. Mathematical Problems in Engineering, 456485.
Refereed Conference Papers
Chen, Y., Vu, H.L.*, Zheng, N., Gu, Z., Hoang, N., 2021. Surrogate-based Optimization for Two-region Coordinated Congestion Toll Design, Transportation Research Board 100th Annual Meeting, Washington, DC.
Gu, Z.*, Saberi, M., 2019. A simulation-based optimization framework for urban congestion pricing considering travelers’ departure time rescheduling. Proceedings of the 2019 IEEE 22nd International Conference on Intelligent Transportation Systems (ITSC 2019), Auckland, New Zealand.
Shafiei, S., Gu, Z., Sarvi, M., Saberi, M.*, 2017. Deployment and Calibration of a Large-Scale Mesoscopic Dynamic Traffic Assignment Model of Melbourne, Australia. Transportation Research Board 96th Annual Meeting, Washington DC, USA.
Gu, Z.*, Saberi, M., Sarvi, M., Liu, Z., 2016. Calibration of Traffic Flow Fundamental Diagrams for Network Simulation Applications: A Two-Stage Clustering Approach. Proceedings of the 2016 IEEE 19th International Conference on Intelligent Transportation Systems (ITSC 2016), Rio de Janeiro, Brazil.
Gu, Z., Saberi, M.*, Sarvi, M., Liu, Z., 2016. Calibration and clustering of traffic flow fundamental diagrams for mesoscopic simulation applications. 23rd ITS World Congress, Melbourne, Australia.
Other Publications
- Saberi, M., Gu, Z., 2018. Transport Strategy refresh background paper: Transport Pricing. City of Melbourne, Australia.