Personal profile
Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
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SDG 3 Good Health and Well-being -
SDG 7 Affordable and Clean Energy -
SDG 11 Sustainable Cities and Communities -
SDG 13 Climate Action
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Dive into the research topics where Junqiang Leng is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
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Collaborations and top research areas from the last five years
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An integrated game-theoretic framework for lane changes of a single connected and autonomous vehicle in human-driven traffic
Leng, J., Xie, Y., Chen, P., Huo, X., Ma, H. & Hou, Q., 15 Jan 2026, In: Physica A: Statistical Mechanics and its Applications. 682, 131116.Research output: Contribution to journal › Article › peer-review
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A deep transfer learning approach for Real-Time traffic conflict prediction with trajectory data
Hou, Q., Yang, Y., Liang, J., Huo, X. & Leng, J., May 2025, In: Accident Analysis and Prevention. 214, 107966.Research output: Contribution to journal › Article › peer-review
11 Link opens in a new tab Scopus citations -
Trajectory Optimization for Automated Vehicles of Different Cooperation Classes Using Reinforcement Learning at a Signalized Intersection
Zhang, M., Leng, J., Huo, X. & Hou, Q., 1 Jan 2025, In: IET Intelligent Transport Systems. 19, 1, e70079.Research output: Contribution to journal › Article › peer-review
Open Access -
Physics-informed multi-step real-time conflict-based vehicle safety prediction
Yao, H., Li, Q. & Leng, J., Mar 2023, In: Accident Analysis and Prevention. 182, 106965.Research output: Contribution to journal › Article › peer-review
21 Link opens in a new tab Scopus citations -
A note on out-of-sample prediction, marginal effects computations, and temporal testing with random parameters crash-injury severity models
Hou, Q., Huo, X., Leng, J. & Mannering, F., Mar 2022, In: Analytic Methods in Accident Research. 33, 100191.Research output: Contribution to journal › Article › peer-review
136 Link opens in a new tab Scopus citations