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Ziyuan Gu

Southeast University

Banani, Dhaka, Bangladesh

Dhaka

Bangladesh

SCHOLARLY PAPERS

6

DOWNLOADS

527

TOTAL CITATIONS

3

Scholarly Papers (6)

1.

A Heteroscedastic Robust Bayesian Optimization Method for Solving Simulation-Based Transportation Problems

Number of pages: 57 Posted: 26 Mar 2024
affiliation not provided to SSRN, affiliation not provided to SSRN, Southeast University, Hong Kong Polytechnic University and Eindhoven University of Technology
Downloads 254 (306,221)
Citation 1

Abstract:

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Traffic simulation, Heteroscedastic noises, Simulation-based robust optimization, Bayesian optimization

2.

A Hybrid Ranking and Selection Procedure to Solve Simulation-Based Discrete Network Design Problems

Number of pages: 33 Posted: 15 Mar 2024
affiliation not provided to SSRN, Southeast University, Southeast University and affiliation not provided to SSRN
Downloads 106 (669,616)

Abstract:

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Discrete network design, Traffic simulators, Simulation-Based Optimization, Ranking and selection

3.

Macroscopic Parking Dynamics and Equitable Pricing: Integrating Trip-Based Modeling with Simulation-Based Robust Optimization

Number of pages: 40 Posted: 02 Sep 2022
Southeast University, University of New South Wales (UNSW), University of New South Wales (UNSW) - School of Civil and Environmental Engineering and Southeast University
Downloads 65 (924,743)
Citation 2

Abstract:

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parking modeling, equitable pricing, user heterogeneity, macroscopic or network fundamental diagram, simulation-based robust optimization

4.

Managing The Mixed Autonomy Network With Parking: System Operations, Simulation-Based Optimization, And The Role Of Parking Pricing

Number of pages: 39 Posted: 16 Jul 2025
Southeast University, Southeast University, Southeast University, Hong Kong Polytechnic University and The Chinese University of Hong Kong (CUHK) - Department of Systems Engineering and Engineering Management
Downloads 52 (1,041,696)

Abstract:

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mixed autonomy network, parking management, computational modeling, pricing policy, simulation-based optimization, autonomous vehicle

5.

De-Noising is All You Need: An Svd-Based Method to Enhance the Performance of Graph Neural Networks in Traffic Flow Prediction

Number of pages: 25 Posted: 05 Jul 2024
Qingdao University, Qingdao University, Qingdao University, University of Alberta, Tsinghua University and Southeast University
Downloads 36 (1,277,121)

Abstract:

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Graph Convolutional Network, Low-pass Filter, De-noising, Traffic Flow Prediction

6.

Two-Region Mixed Autonomy Network with Park-and-Ride: Macroscopic Modeling, Microscopic Validation, and Multi-Scenario Analysis

Number of pages: 31 Posted: 28 Jan 2026
Southeast University, Southeast University, Monash University, Hong Kong Polytechnic University and Southeast University
Downloads 14 (1,526,714)

Abstract:

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Park-and-ride, Mixed autonomy network, Parking dynamics, Macroscopic or network fundamental diagram, Autonomous vehicle