Chengyuan Zhang

M.Eng.

Chenyuan is the M.Eng. student with research interests in Automated Vehicles and Intelligent Transportation Systems. Specifically, he is willing to contribute his mathematical and physical knowledge to the application of Statistical Learning (especially probabilistic graphical model) in micro/macro driving behavior analysis, traffic scenarios patterns recognition and scene understanding, which would help with making better decisions of intelligent agents and higher efficiency of urban transportation systems.

Research Interests

Statistical learning
Micro/macro driving behavior analysis

Selected Publications

Zhang C, Zhu J, Wang W, et al. Spatiotemporal learning of multivehicle interaction patterns in lane-change scenarios[J]. IEEE Transactions on Intelligent Transportation Systems, 2021.
Zhang C, Xiao J. Chaotic behavior and feedback control of magnetorheological suspension system with fractional-order derivative[J]. Journal of Computational and Nonlinear Dynamics, 2018, 13(2).