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2020 – today
- 2024
[j6]Yunyang Shi, Ziyuan Gu
, Xun Yang, Yingdi Li, Zixuan Chu:
An Adaptive Route Guidance Model Considering the Effect of Traffic Signals Based on Deep Reinforcement Learning. IEEE Intell. Transp. Syst. Mag. 16(3): 21-34 (2024)- [j5]Ziyuan Gu, Yifan Li, Meead Saberi, Zhiyuan Liu:
Simulation-Based Robust and Adaptive Optimization Method for Heteroscedastic Transportation Problems. Transp. Sci. 58(4): 860-875 (2024) - [i8]Qionghua Liao, Guilong Li, Jiajie Yu, Ziyuan Gu, Wei Ma:
Online Prediction-Assisted Safe Reinforcement Learning for Electric Vehicle Charging Station Recommendation in Dynamically Coupled Transportation-Power Systems. CoRR abs/2407.20679 (2024) - 2023
- [j4]Ziyuan Gu, Xun Yang, Qi Zhang, Wenwu Yu, Zhiyuan Liu:
TERL: Two-Stage Ensemble Reinforcement Learning Paradigm for Large-Scale Decentralized Decision Making in Transportation Simulation. IEEE Trans. Knowl. Data Eng. 35(12): 13043-13054 (2023) - 2021
- [j3]Fatemeh Nourmohammadi, Mohammadhadi Mansourianfar, Sajjad Shafiei, Ziyuan Gu, Meead Saberi:
An Open GMNS Dataset of a Dynamic Multi-Modal Transportation Network Model of Melbourne, Australia. Data 6(2): 21 (2021) - [i7]Ziyuan Gu, Farshid Safarighouzhdib, Meead Saberi, Taha Hossein Rashidi:
A macro-micro approach to modeling parking. CoRR abs/2104.13509 (2021) - 2020
- [i6]Mohammadhadi Mansourianfar, Ziyuan Gu, S. Travis Waller, Meead Saberi:
Joint routing and pricing control of autonomous vehicles in mixed equilibrium simulation-based dynamic traffic assignment. CoRR abs/2009.10907 (2020) - [i5]Ziyuan Gu, Meead Saberi:
Simulation-based Optimization of Toll Pricing in Large-Scale Urban Networks using the Network Fundamental Diagram: A Cross-Comparison of Methods. CoRR abs/2011.11892 (2020)
2010 – 2019
- 2019
- [j2]Ziyuan Gu, S. Travis Waller, Meead Saberi:
Surrogate-based toll optimization in a large-scale heterogeneously congested network. Comput. Aided Civ. Infrastructure Eng. 34(8): 638-653 (2019) - [c2]Ziyuan Gu, Meead Saberi:
A Simulation-Based Optimization Framework for Urban Congestion Pricing Considering Travelers' Departure Time Rescheduling. ITSC 2019: 2557-2562 - [i4]Ziyuan Gu, Meead Saberi:
Effects of Turning and Merging on Network Traffic Instability: A Simulation-Based Analysis of Human-Driven and Autonomous Vehicles. CoRR abs/1904.11677 (2019) - [i3]Ziyuan Gu, S. Travis Waller, Meead Saberi:
Surrogate-based toll optimization in a large-scale heterogeneously congested network. CoRR abs/1904.11733 (2019) - [i2]Ziyuan Gu, Sajjad Shafiei, Zhiyuan Liu, Meead Saberi:
Optimal distance- and time-dependent area-based pricing with the Network Fundamental Diagram. CoRR abs/1904.11746 (2019) - [i1]Meead Saberi, Mudabber Ashfaq, Homayoun Hamedmoghadam, Seyed Amir Hosseini, Ziyuan Gu, Sajjad Shafiei, Divya Jayakumar Nair, Vinayak V. Dixit, Lauren Gardner, S. Travis Waller, Marta C. González:
A simple contagion process describes spreading of traffic jams in urban networks. CoRR abs/1906.00585 (2019) - 2018
- [j1]Sajjad Shafiei, Ziyuan Gu, Meead Saberi:
Calibration and validation of a simulation-based dynamic traffic assignment model for a large-scale congested network. Simul. Model. Pract. Theory 86: 169-186 (2018) - 2016
- [c1]Ziyuan Gu, Meead Saberi, Majid Sarvi, Zhiyuan Liu:
Calibration of traffic flow fundamental diagrams for network simulation applications: A two-stage clustering approach. ITSC 2016: 1348-1353
Coauthor Index
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