Zhanru Liu

According to our database, Zhanru Liu authored at least 6 papers between 2021 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of five.

2026

Data-Driven Metro Passenger Trajectory Inference Under Physical Constraints and Congestion Dynamics.

Zhanru Liu, Bin Shuai, Yichen Sun, Dingjun Chen, Qingpeng Zhang, Miaomiao Lv

IEEE Trans. Intell. Transp. Syst., March, 2026

ODPL: An objective-driven decomposed policy learning framework for urban autonomous driving control.

Lizhi Bi, Bin Shuai, Zhanru Liu, Yichen Sun, Feiyu Yang

Appl. Soft Comput., 2026

2022

Ensemble Empirical Mode Decomposition-Based Gated Recurrent Unit Model for Short-Term Metro Passenger Flow Prediction.

Zhanru Liu, Cong Xiu, Yichen Sun, Bin Shuai

Proceedings of the 7th IEEE International Conference on Intelligent Transportation Engineering, 2022

2021

Urban bus accident analysis: based on a Tropos Goal Risk-Accident Framework considering Learning From Incidents process.

Wencheng Huang, Yue Zhang, Dezhi Yin, Borui Zuo, Zhanru Liu

Reliab. Eng. Syst. Saf., 2021

Historical data-driven risk assessment of railway dangerous goods transportation system: Comparisons between Entropy Weight Method and Scatter Degree Method.

Wencheng Huang, Yue Zhang, Yaocheng Yu, Yifei Xu, Minhao Xu, Rui Zhang, Gatesi Jean De Dieu, Dezhi Yin, Zhanru Liu

Reliab. Eng. Syst. Saf., 2021

Operational failure analysis of high-speed electric multiple units: A Bayesian network-K2 algorithm-expectation maximization approach.

Wencheng Huang, Xingyi Kou, Yue Zhang, Rongwei Mi, Dezhi Yin, Wei Xiao, Zhanru Liu

Reliab. Eng. Syst. Saf., 2021