Zhengchao Zhang

Multistep speed prediction on traffic networks: A deep learning approach considering spatio-temporal dependencies

Zhengchao Zhang, Meng Li, Xi Lin et al. · Transportation Research Part C Emerging Technologies · 2019 · 274 citations

Intelligent Traffic Management, Multistep Speed Prediction, Engineering +9

Multi-vehicle routing problems with soft time windows: A multi-agent reinforcement learning approach

Ke Zhang, Fang He, Zhengchao Zhang et al. · Transportation Research Part C Emerging Technologies · 2020 · 189 citations

Vehicle Routing, Soft Time Windows, Engineering +10

Understanding the Impact of Root Morphology on Overturning Mechanisms: A Modelling Approach

Thierry Fourcaud, Juan Ji, Zhengchao Zhang et al. · Annals of Botany · 2007 · 121 citations · Full text

A customized deep learning approach to integrate network-scale online traffic data imputation and prediction

Zhengchao Zhang, Xi Lin, Meng Li et al. · Transportation Research Part C Emerging Technologies · 2021 · 82 citations

Intelligent Traffic Management, Network Flows, Engineering +11

Network-wide traffic flow estimation with insufficient volume detection and crowdsourcing data

Zhengchao Zhang, Meng Li, Xi Lin et al. · Transportation Research Part C Emerging Technologies · 2020 · 80 citations

Network Flows, Engineering, Machine Learning +11