Enhancing traffic safety analysis with digital twin technology: integrating vehicle dynamics and environmental factors into microscopic traffic simulation.
- DOI
- 10.1038/s41598-025-31930-1
- Published
- 2025 Dec 23
- Container
- Scientific reports
- Publisher
- Not recorded
- Open access
- yes
Credibility signals
uncertain Score 53/100 under policy 1.0.0. This is a metadata assessment, not a judgment of the paper's conclusions.
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Cite this work
BibTeX
@article{allodium:10.1038/s41598-025-31930-1,
title = {Enhancing traffic safety analysis with digital twin technology: integrating vehicle dynamics and environmental factors into microscopic traffic simulation.},
author = {Xu G and Chen J and Wang Z and Zhou A and Schrader M and Bittle J and Shao Y},
year = {2025},
journal = {Scientific reports},
doi = {10.1038/s41598-025-31930-1},
url = {https://doi.org/10.1038/s41598-025-31930-1}
}RIS
TY - JOUR TI - Enhancing traffic safety analysis with digital twin technology: integrating vehicle dynamics and environmental factors into microscopic traffic simulation. AU - Xu G AU - Chen J AU - Wang Z AU - Zhou A AU - Schrader M AU - Bittle J AU - Shao Y PY - 2025 JO - Scientific reports DO - 10.1038/s41598-025-31930-1 UR - https://doi.org/10.1038/s41598-025-31930-1 ER -
APA
G, X., J, C., Z, W., A, Z., M, S., J, B., & Y, S. (2025). Enhancing traffic safety analysis with digital twin technology: integrating vehicle dynamics and environmental factors into microscopic traffic simulation.. Scientific reports. https://doi.org/10.1038/s41598-025-31930-1
Source records
- pubmed · retrieved 2026-09-25T15:29:25.066Z
- europe-pmc · retrieved 2026-09-25T15:29:25.104Z
- doaj · retrieved 2026-09-25T15:29:25.084Z