default author photo

Yuchuan Du

Tongji University

1239 Siping Road

Shanghai, 200092

China

SCHOLARLY PAPERS

12

DOWNLOADS

883

TOTAL CITATIONS

1

Scholarly Papers (12)

Engineering-Adaptive Pavement Maintenance Decision-Making Model: A Reinforcement Learning Approach from Expert Feedback

Number of pages: 37 Posted: 17 Jun 2024
Tongji University, Tongji University, Tongji University, Tongji University and Tongji University
Downloads 60 (986,385)

Abstract:

Loading...

Pavement maintenance decision-making, reinforcement learning from expert feedback, fine-grained reward model, data-knowledge driven

Engineering-Adaptive Pavement Maintenance Decision-Making Model: A Reinforcement Learning Approach from Expert Feedback

Number of pages: 20 Posted: 18 Sep 2024
Tongji University, Tongji University, Tongji University, Tongji University and Tongji University
Downloads 43 (1,170,161)

Abstract:

Loading...

Pavement maintenance decision-making, reinforcement learning from expert feedback, fine-grained reward model, data-knowledge driven

Engineering-Adaptive Pavement Maintenance Decision-Making Model: A Reinforcement Learning Approach from Expert Feedback

Number of pages: 37 Posted: 08 May 2024
Tongji University, Tongji University, Tongji University, Tongji University and Tongji University
Downloads 40 (1,210,354)

Abstract:

Loading...

Pavement maintenance decision-making, reinforcement learning from expert feedback, fine-grained reward model, data-knowledge driven

2.

Trajectory Planning and Cooperative Control Strategies for Multi-Roller Automation in Pavement Construction

Number of pages: 31 Posted: 31 Jan 2024
Tongji University, affiliation not provided to SSRN, Tongji University, Tongji University, Tongji University, Tongji University and Tongji University
Downloads 126 (572,948)

Abstract:

Loading...

pavement construction, autonomous roller, trajectory tracking, trajectory planning, cooperative control

3.

A Quadruped Robot-Enabled Framework for Intelligent Sidewalk Condition Monitoring

Number of pages: 18 Posted: 25 Mar 2025
Tongji University, Tongji University, Tongji University, Tongji University, Tongji University, Tongji University and Tongji University
Downloads 93 (736,406)
Citation 1

Abstract:

Loading...

Quadruped Robot, YOLO, PINN-LSTM, Sidewalk Condition Detection, Attention-based Sampling, Physics-Informed Neural Networks

4.

How to Predict with Noisy Data? A Weighted Bayesian Fusion Estimation Method Incorporated in Prediction Model

Number of pages: 25 Posted: 11 Jan 2025
Tongji University, Tongji University, Tongji University, Tongji University and Tongji University
Downloads 83 (783,685)

Abstract:

Loading...

Predict with noisy data, Data Uncertainty, Weighted Bayesian Esitimation, Pavement performance prediction

5.

Trafhillm: A Novel Traffic Flow Prediction Framework for Highway Networkwith Heterogeneous Graph-Based and Instruction Fine-Tuned Large Language Model

Number of pages: 43 Posted: 20 Jun 2025
affiliation not provided to SSRN, Chongqing Jiaotong University, affiliation not provided to SSRN, affiliation not provided to SSRN, China Merchants Chongqing Communications Technology Research and Design Institute Co Ltd, affiliation not provided to SSRN and Tongji University
Downloads 82 (830,555)

Abstract:

Loading...

Traffic flow prediction, Large language model, Heterogeneous graph, Instruction fine-tuning, Unified sentence vector, Highway network

6.

Vehicle Group-Based Multivehicle Spatiotemporal Interaction Pattern Learning

Number of pages: 28 Posted: 28 May 2024
Tongji University, Tongji University, Tongji University, Tongji University and Tongji University
Downloads 76 (860,052)

Abstract:

Loading...

Autonomous vehicle, Vehicle group, Auto-encoder, spatiotemporal Interaction Pattern

7.

Assessing Transportation Network Redundancy by Integrating Route-Diversity and Spare-Capacity Dimensions

Number of pages: 43 Posted: 02 Mar 2023
Zijian Wang, Xiangdong Xu and Yuchuan Du
Tongji University, Tongji University and Tongji University
Downloads 73 (867,774)

Abstract:

Loading...

redundancy, route diversity, spare capacity, integrated assessment, critical link identification

8.

Vehicle Group Identification and Evolutionary Analysis Using Vehicle Trajectory Data

Number of pages: 25 Posted: 28 Nov 2023
Tongji University, University of Waterloo, Tongji University, Tongji University and University of Waterloo
Downloads 60 (961,006)

Abstract:

Loading...

Trajectory data, Vehicle Interactions, Vehicle groups, Vehicle group evolution.

Cooperative Control of Vehicle Trajectories and Traffic Signal at a Flexibly Switched Unconventional Arterial Intersection in Fully Connected Automated Vehicle Environment

Number of pages: 53 Posted: 20 Jun 2025
Harbin Institute of Technology, Harbin Institute of Technology, Chongqing Jiaotong University, Harbin Institute of Technology and Tongji University
Downloads 28 (1,385,838)

Abstract:

Loading...

Connected automated vehicle, Unconventional arterial intersection, Reversible lane, Mixed integer linear programming, Vehicle trajectory planning

Cooperative Control of Vehicle Trajectories and Traffic Signal at a Flexibly Switched Unconventional Arterial Intersection in Fully Connected Automated Vehicle Environment

Number of pages: 51 Posted: 15 Jun 2025
Harbin Institute of Technology, Harbin Institute of Technology, Chongqing Jiaotong University, Harbin Institute of Technology and Tongji University
Downloads 24 (1,445,011)

Abstract:

Loading...

Connected automated vehicle, Unconventional arterial intersection, Reversible lane, Mixed integer linear programming, Vehicle trajectory planning

10.

An intelligent digital twin system for traffic safety monitoring and management in urban complex underground road: Establishment and application

Number of pages: 31 Posted: 02 Oct 2025
Chongqing Jiaotong University, China Merchants Chongqing Communications Technology Research and Design Institute Co Ltd, China Merchants Chongqing Communications Technology Research and Design Institute Co Ltd, China Merchants Chongqing Communications Technology Research and Design Institute Co Ltd, Chongqing Jiaotong University and Tongji University
Downloads 48 (1,086,013)

Abstract:

Loading...

complex underground road, tunnel, traffic safety, digital twin, computer vision, safety potential field

11.

An intelligent digital twin system for traffic safety monitoring and management in urban complex underground road: Development and application

Number of pages: 31 Posted: 10 Dec 2025
Chongqing Jiaotong University, China Merchants Chongqing Communications Technology Research and Design Institute Co Ltd, China Merchants Chongqing Communications Technology Research and Design Institute Co Ltd, China Merchants Chongqing Communications Technology Research and Design Institute Co Ltd, Chongqing Jiaotong University and Tongji University
Downloads 38 (1,209,354)

Abstract:

Loading...

complex underground road, tunnel, traffic safety, digital twin, computer vision, safety potential field

12.

Augmenting Expert Knowledge: Modeling Bus Dispatcher Deadheading Decisions with Explainable Machine Learning

Number of pages: 37 Posted: 11 Apr 2026
Tongji University, Tongji University, Tongji University, Tongji University and Tongji University
Downloads 9 (1,555,090)

Abstract:

Loading...

Bus Control, Deadheading, Expert Experience, Data Mining, Machine Learning