Ziyuan Gu

According to our database, Ziyuan Gu authored at least 15 papers between 2016 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Simulation-Based Robust and Adaptive Optimization Method for Heteroscedastic Transportation Problems.

Ziyuan Gu, Yifan Li, Meead Saberi, Zhiyuan Liu

Transp. Sci., 2024

An Adaptive Route Guidance Model Considering the Effect of Traffic Signals Based on Deep Reinforcement Learning.

Yunyang Shi, Ziyuan Gu, Xun Yang, Yingdi Li, Zixuan Chu

IEEE Intell. Transp. Syst. Mag., 2024

Online Prediction-Assisted Safe Reinforcement Learning for Electric Vehicle Charging Station Recommendation in Dynamically Coupled Transportation-Power Systems.

Qionghua Liao, Guilong Li, Jiajie Yu, Ziyuan Gu, Wei Ma

CoRR, 2024

2023

TERL: Two-Stage Ensemble Reinforcement Learning Paradigm for Large-Scale Decentralized Decision Making in Transportation Simulation.

Ziyuan Gu, Xun Yang, Qi Zhang, Wenwu Yu, Zhiyuan Liu

IEEE Trans. Knowl. Data Eng., December, 2023

2021

An Open GMNS Dataset of a Dynamic Multi-Modal Transportation Network Model of Melbourne, Australia.

Fatemeh Nourmohammadi, Mohammadhadi Mansourianfar, Sajjad Shafiei, Ziyuan Gu, Meead Saberi

Data, 2021

A macro-micro approach to modeling parking.

Ziyuan Gu, Farshid Safarighouzhdib, Meead Saberi, Taha Hossein Rashidi

CoRR, 2021

2020

Simulation-based Optimization of Toll Pricing in Large-Scale Urban Networks using the Network Fundamental Diagram: A Cross-Comparison of Methods.

Ziyuan Gu, Meead Saberi

CoRR, 2020

Joint routing and pricing control of autonomous vehicles in mixed equilibrium simulation-based dynamic traffic assignment.

Mohammadhadi Mansourianfar, Ziyuan Gu, S. Travis Waller, Meead Saberi

CoRR, 2020

2019

A simple contagion process describes spreading of traffic jams in urban networks.

Meead Saberi, Mudabber Ashfaq, Homayoun Hamedmoghadam, Seyed Amir Hosseini, Ziyuan Gu, Sajjad Shafiei, Divya J. Nair, Vinayak V. Dixit, Lauren Gardner, S. Travis Waller, Marta C. González

CoRR, 2019

Optimal distance- and time-dependent area-based pricing with the Network Fundamental Diagram.

Ziyuan Gu, Sajjad Shafiei, Zhiyuan Liu, Meead Saberi

CoRR, 2019

Effects of Turning and Merging on Network Traffic Instability: A Simulation-Based Analysis of Human-Driven and Autonomous Vehicles.

Ziyuan Gu, Meead Saberi

CoRR, 2019

Surrogate-based toll optimization in a large-scale heterogeneously congested network.

Ziyuan Gu, S. Travis Waller, Meead Saberi

Comput. Aided Civ. Infrastructure Eng., 2019

A Simulation-Based Optimization Framework for Urban Congestion Pricing Considering Travelers' Departure Time Rescheduling.

Ziyuan Gu, Meead Saberi

Proceedings of the 2019 IEEE Intelligent Transportation Systems Conference, 2019

2018

Calibration and validation of a simulation-based dynamic traffic assignment model for a large-scale congested network.

Sajjad Shafiei, Ziyuan Gu, Meead Saberi

Simul. Model. Pract. Theory, 2018

2016

Calibration of traffic flow fundamental diagrams for network simulation applications: A two-stage clustering approach.

Ziyuan Gu, Meead Saberi, Majid Sarvi, Zhiyuan Liu

Proceedings of the 19th IEEE International Conference on Intelligent Transportation Systems, 2016