Recent Publications

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The list here only shows our recent publications. Please visit Google Scholar for a complete list of publications.

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2026:

• Xiong Yang, Zhenhan Peng, Chengxiang Zhuge*, Justin Hayse Chiwing G. Tang, Ruichen Ma, Binru Wei, Wenzhong Shi. A spatial planning perspective on the global deployment of public electric vehicle charging stations. Cell Reports Sustainability. Published Online.

• Enyuan Cao, Justin Hayse Chiwing G. Tang, Xiong Yang, Junbei Liu, Chengxiang Zhuge*. LLM-aided representation of human commuting patterns in 42 Chinese cities with open data. Journal of Transport Geography. 2026, 135: 104749.

• Xiong Yang, Li Wan, Chengxiang Zhuge*, Hao Zhang, Pinxi Wang. Comparing trip chaining behavior of private electric and non-electric vehicle users. Travel Behaviour and Society. 2026, 44: 101272.

• Shengyou Wang, Yilan Bu, Binru Wei, Enyuan Cao, Ruichen Ma, Chengxiang Zhuge*. Machine learning approaches to short-term electric vehicle charging demand prediction: Applicability and geographical transferability. Journal of Energy Storage. 2026, 163: 122141.

• Ruichen Ma, Mingming Guan, Dingkang Teng, Xiong Yang, Chengxiang Zhuge*. Dynamic social disparities in the US electric vehicle charging infrastructure system. Transportation Research Part D: Transport and Environment. 2026, 155: 105307.

• Songzi Zhou, Junbei Liu, Ying Zhang, Yilan Bu, Xingjun Huang, Chengxiang Zhuge*. Assessing the dynamic impacts of remote work in New York city. Transportation Research Part D: Transport and Environment. 2026, 154: 105260.

• Ying Zhang, Xingjun Huang, Junbei Liu, Chengxiang Zhuge*. The potential uptake and climate impacts of Hydrogen-Fuel-Cell vehicles in Beijing. Transportation Research Part D: Transport and Environment. 2026, 154: 105253.

• Zili Tian, Jiaxing Liu, Shiqi Wang, Xiong Yang, Zhenhan Peng, Anthony Chen, Chengxiang Zhuge*. Electrification of a bus system in a hilly city considering gradient impacts. Transportation Research Part D: Transport and Environment. 2026, 153: 105223.

• Dingkang Teng, Justin Hayse Chiwing G Tang, Ruichen Ma, Xiong Yang, Chengxiang Zhuge*. A global insight into integration of metro and electric vehicle charging stations. Sustainable Cities and Society. 2026, 139: 107217.

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2025:

• Yuan Li, Justin Hayse Chiwing G. Tang, Shengyou Wang, Zhenhan Peng, Chengxiang Zhuge*. Attention and attitudes of Chinese social media users towards autonomous vehicles: sentimental, statistical and spatiotemporal perspectives. Transportation. 2025: 1-31.

• Justin Hayse Chiwing G. Tang, Junbei Liu, Anthony Chen, Bobin Wang, Chengxiang Zhuge*, Xiong Yang. Exploring the potential adoption of Mobility-as-a-Service in Beijing: A spatial agent-based model. Transportation Research Part A: Policy and Practice. 2025, 194: 104430.

• Shengyou Wang, Yuan Li, Chunfu Shao, Pinxi Wang, Aixi Wang, Chengxiang Zhuge*. An adaptive spatio-temporal graph recurrent network for short-term electric vehicle charging demand prediction. Applied Energy. 2025, 383: 125320.

• Xingjun Huang, Zhuoran Li, Songzi Zhou, Junbei Liu, Chengxiang Zhuge*. Market potential of hydrogen fuel cell vehicles in Beijing: a spatial agent-based model approach. Transportation. 2025: 1-26.

• Xingjun Huang, Yilan Bu, Junbei Liu, Meng Meng, Jie Zhang, Chengxiang Zhuge*. A spatial agent-based approach to simulating the ride-hailing system and its environmental impacts. Transport Policy. 2025, 174: 103848.

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2024:​

• Feilong Wang, Chengxiang Zhuge*, Anthony Chen. Data-driven vulnerability analysis of shared electric vehicle systems to cyberattacks. Transportation Research Part D: Transport and Environment. 2024, 135: 104379.

• Yuan Li, Shengyou Wang, Justin Hayse Chiwing G. Tang, Zhenhan Peng, Chengxiang Zhuge*. Public attention and attitudes towards bike-sharing in China: A text mining approach. Transportation Research Part D: Transport and Environment. 2024, 134: 104348.

• Peng, Zhenhan, Zhuowei Wang, Shiqi Wang, Anthony Chen, Chengxiang Zhuge*. Fuel and infrastructure options for electrifying public transit: A data-driven micro-simulation approach. Applied Energy. 2024, 369: 123577.

• Xiong Yang, Jiaxing Liu, Chengxiang Zhuge*, Andrew Tin Chak Wong, Pinxi Wang. Exploring the Potential of Sharing Private Charging Posts: A Data-Driven Micro-Simulation Approach. Sustainable Cities and Society. 2024, 100: 105053.

• Peng, Zhenhan, Matthew Wan Hong Wang, Xiong Yang, Anthony Chen, Chengxiang Zhuge*. An analytical framework for assessing equitable access to public electric vehicle chargers. Transportation Research Part D: Transport and Environment, 2024, 126: 103990.

• Ruoqing Peng, Justin Hayse Chiwing G. Tang, Xiong Yang, Meng Meng, Jie Zhang, Chengxiang Zhuge*. Investigating the factors influencing the electric vehicle market share: A comparative study of the European Union and United States. Applied Energy, 2024, 355: 122327.

• Justin Hayse Chiwing G. Tang, Yuantan Huang, Ye Zhu, Xiong Yang, Chengxiang Zhuge*. The Association between Travel Demand of Docked Bike-sharing and the Built Environment: Evidence from Seven US Cities. Sustainable Cities and Society, 2024, 106: 105325.

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2023:

• Xiong Yang, Chengxiang Zhuge*, Chunfu Shao, Runhang Guo, Andrew Tin Chak Wong, Xiaoyu Zhang, Mingdong Sun, Pinxi Wang, Shiqi Wang. Dominant Charging Location Choice of Commuters and Non-commuters: A Big Data Approach. Transportation. 2023, 1-18.

• Xinyue Chen, Yang Xu, Sangwon Park, Yimin Chen, Xintao Liu, Chengxiang Zhuge*. A Cross-Scale Representation of Tourist Activity Space. Annals of the American Association of Geographers. 2023,113, (10): 2333-2358.

• Zhaohua Wang, Hongzhi Zhang, Bo Wang, Hao Li, Junhua Ma, Bin Zhang, Chengxiang Zhuge*, Yuli Shan. Trade-Offs between Direct Emission Reduction and Intersectoral Additional Emissions: Evidence from the Electrification Transition in China’s Transport Sector. Environmental Science & Technology. 2023, 57 (31): 11389-11400.

• Mingjia He, Shiqi Wang, Chengxiang Zhuge*. A Data-Driven Large-Scale Micro-simulation Approach to Deploying and Operating Wireless Charging Lanes. Transportation Research Part D: Transport and Environment. 2023, 121: 103835.

• Xiong Yang, Zhenhan Peng, Pinxi Wang, Chengxiang Zhuge*. Seasonal variance in electric vehicle charging demand and its impacts on infrastructure deployment: A big data approach. Energy. 2023, 280, 128230.

• Shengyou Wang, Anthony Chen, Pinxi Wang, Chengxiang Zhuge*. Predicting electric vehicle charging demand using a heterogeneous spatio-temporal graph convolutional network. Transportation Research Part C: Emerging Technologies. 2023, 153, 104205.

• Shiqi Wang, Zhenhan Peng, Pinxi Wang, Anthony Chen, Chengxiang Zhuge*, 2023. A data-driven multi-objective optimization framework for determining the suitability of hydrogen fuel cell vehicles in freight transport. Applied Energy. 2023, 347, 121452.

• Shengyou Wang, Anthony Chen, Pinxi Wang, Chengxiang Zhuge*. Short-term electric vehicle battery swapping demand prediction: Deep learning methods. Transportation Research Part D: Transport and Environment. 2023, 119, 103746.

• Shengyou Wang, Chengxiang Zhuge*, Chunfu Shao, Pinxi Wang, Xiong Yang, Shiqi Wang. Short-term electric vehicle charging demand prediction: A deep learning approach. Applied Energy. 2023, 340, 121032.

• Shiqi Wang, Yuze Li, Anthony Chen, Chengxiang Zhuge*. Electrification of a citywide bus network: A data-driven micro-simulation approach. Transportation Research Part D: Transport and Environment. 2023, 116, 103644.

• Zhuowei Wang, Jiangbo Yu, Guoyuan Li, Chengxiang Zhuge*, Anthony Chen. Time for hydrogen buses? Dynamic analysis of the Hong Kong bus market. Transportation Research Part D: Transport and Environment. 2023, 115, 103602.

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