Pan Liu

425 total citations
7 papers, 313 citations indexed

About

Pan Liu is a scholar working on Transportation, Building and Construction and Automotive Engineering. According to data from OpenAlex, Pan Liu has authored 7 papers receiving a total of 313 indexed citations (citations by other indexed papers that have themselves been cited), including 4 papers in Transportation, 4 papers in Building and Construction and 3 papers in Automotive Engineering. Recurrent topics in Pan Liu's work include Traffic Prediction and Management Techniques (4 papers), Transportation and Mobility Innovations (2 papers) and Transportation Planning and Optimization (2 papers). Pan Liu is often cited by papers focused on Traffic Prediction and Management Techniques (4 papers), Transportation and Mobility Innovations (2 papers) and Transportation Planning and Optimization (2 papers). Pan Liu collaborates with scholars based in China, United States and Singapore. Pan Liu's co-authors include Chengcheng Xu, Junyi Ji, Min Wu, Xiaoli Li, Tanaya Chaudhuri, Guohui Zhang, Zhenning Li, Jinfu Yang, Hao Yu and Xiaofeng Chen and has published in prestigious journals such as IEEE Access, IEEE Transactions on Intelligent Transportation Systems and Transportation Research Part C Emerging Technologies.

In The Last Decade

Pan Liu

7 papers receiving 308 citations

Peers

Pan Liu
Markus Friedrich Germany
Jungwook Jun United States
Senlai Zhu China
Yongtaek Lim South Korea
Chiara Pielli Italy
Jing Bie China
Steven Logghe Belgium
Dazhi Sun United States
Shuaichao Zhang China
Mohammed Almannaa Saudi Arabia
Markus Friedrich Germany
Pan Liu
Citations per year, relative to Pan Liu Pan Liu (= 1×) peers Markus Friedrich

Countries citing papers authored by Pan Liu

Since Specialization
Citations

This map shows the geographic impact of Pan Liu's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Pan Liu with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Pan Liu more than expected).

Fields of papers citing papers by Pan Liu

Since Specialization
Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Pan Liu. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Pan Liu. The network helps show where Pan Liu may publish in the future.

Co-authorship network of co-authors of Pan Liu

This figure shows the co-authorship network connecting the top 25 collaborators of Pan Liu. A scholar is included among the top collaborators of Pan Liu based on the total number of citations received by their joint publications. Widths of edges represent the number of papers authors have co-authored together. Node borders signify the number of papers an author published with Pan Liu. Pan Liu is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

All Works

7 of 7 papers shown
1.
Cheng, Qixiu, et al.. (2024). Energy and Environmental Implications of Automated Vehicles Under Mixed Autonomy Traffic Environment. IEEE Transactions on Intelligent Vehicles. 10(2). 1226–1240. 5 indexed citations
2.
Yin, Lisheng, et al.. (2023). ST-VGBiGRU: A Hybrid Model for Traffic Flow Prediction With Spatio-Temporal Multimodality. IEEE Access. 11. 54968–54985. 6 indexed citations
3.
Chaudhuri, Tanaya, et al.. (2020). An Attention-Based Deep Sequential GRU Model for Sensor Drift Compensation. IEEE Sensors Journal. 21(6). 7908–7917. 38 indexed citations
4.
Yu, Hao, Xiaofeng Chen, Zhenning Li, et al.. (2019). Taxi-Based Mobility Demand Formulation and Prediction Using Conditional Generative Adversarial Network-Driven Learning Approaches. IEEE Transactions on Intelligent Transportation Systems. 20(10). 3888–3899. 39 indexed citations
5.
Xu, Chengcheng, Junyi Ji, Pan Liu, & Long Peng. (2018). Forecasting the Travel Demand of the Station-Free Sharing Bike Using a Deep Learning Approach. Transportation Research Board 97th Annual MeetingTransportation Research Board. 2 indexed citations
6.
Xu, Chengcheng, Junyi Ji, & Pan Liu. (2018). The station-free sharing bike demand forecasting with a deep learning approach and large-scale datasets. Transportation Research Part C Emerging Technologies. 95. 47–60. 216 indexed citations
7.
Liu, Pan & Y. Bar-Ness. (2006). Closed-Form Expressions for BER Performance in OFDM Systems with Phase Noise. 2006 IEEE International Conference on Communications. 43. 5366–5370. 7 indexed citations

Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.

Explore authors with similar magnitude of impact

Breakdown of academic impact, for papers by Markus Friedrich Breakdown of academic impact, for papers by Jungwook Jun Breakdown of academic impact, for papers by Senlai Zhu Breakdown of academic impact, for papers by Yongtaek Lim Breakdown of academic impact, for papers by Chiara Pielli Breakdown of academic impact, for papers by Jing Bie Breakdown of academic impact, for papers by Steven Logghe Breakdown of academic impact, for papers by Dazhi Sun Breakdown of academic impact, for papers by Shuaichao Zhang Breakdown of academic impact, for papers by Mohammed Almannaa
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2026