LC-LLM: Explainable lane-change intention and trajectory predictions with Large Language Models

Mingxing Peng, Xusen Guo, Xianda Chen, Kehua Chen, Meixin Zhu, Long Chen, Fei-Yue Wang

Open source

DOI
10.1016/j.commtr.2025.100170
Published
2025-12
Container
Communications in Transportation Research
Publisher
Elsevier BV
Open access
unknown

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BibTeX

@article{allodium:10.1016/j.commtr.2025.100170,
  title = {LC-LLM: Explainable lane-change intention and trajectory predictions with Large Language Models},
  author = {Mingxing Peng and Xusen Guo and Xianda Chen and Kehua Chen and Meixin Zhu and Long Chen and Fei-Yue Wang},
  year = {2025},
  journal = {Communications in Transportation Research},
  doi = {10.1016/j.commtr.2025.100170},
  url = {https://doi.org/10.1016/j.commtr.2025.100170}
}

RIS

TY  - JOUR
TI  - LC-LLM: Explainable lane-change intention and trajectory predictions with Large Language Models
AU  - Mingxing Peng
AU  - Xusen Guo
AU  - Xianda Chen
AU  - Kehua Chen
AU  - Meixin Zhu
AU  - Long Chen
AU  - Fei-Yue Wang
PY  - 2025
JO  - Communications in Transportation Research
DO  - 10.1016/j.commtr.2025.100170
UR  - https://doi.org/10.1016/j.commtr.2025.100170
ER  - 

APA

Peng, M., Guo, X., Chen, X., Chen, K., Zhu, M., Chen, L., & Wang, F. (2025). LC-LLM: Explainable lane-change intention and trajectory predictions with Large Language Models. Communications in Transportation Research. https://doi.org/10.1016/j.commtr.2025.100170

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