Work

A Geometric Deep Learning Approach to Traffic Flow Shockwave Prediction on Freeways Using Vehicle Trajectory Data and HD Map

Year: 2025

Type: article

Source: IEEE Transactions on Intelligent Transportation Systems

DOI: 10.1109/tits.2025.3563767

Authors: Chengcheng Xu, Yongcheng Shao, Chenxiang Ma, Mingmin Han, Hao Tong, Chang Peng

Institutions: Southeast University, Hebei Provincial Communications Planning, Design and Research Institute Co., Ltd. (China)

Language: English

Topic: Traffic Prediction and Management Techniques

Subfield: Building and Construction

Field: Engineering

Domain: Physical Sciences

SDGs: Sustainable cities and communities, Industry, innovation and infrastructure

Open Access status: closed

Funder: National Natural Science Foundation of China

Awards: G5180636669, G8045820808

OpenAlex ID: W4410115190

FWCI: 3.404

Cites: 35

Cited by: 8

Related to: 10