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Updated: Jan 11, 2026

Advanced Self-Healing Asphalt Reinforced by Graphene Structures: An Atomistic Insight
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利用空间人工智能开发路面性能指数:一个案例研究.

Abdalrhman Milad1, Abdualmtalab Abdualaziz Ali2,3, Zahir Sulaiman Al-Sulaimi4

  • 1Department of Civil and Environmental Engineering, College of Engineering, University of Nizwa, P. O. Box 33, 616, Nizwa, Ad-Dakhliyah, Oman.

Scientific reports
|November 12, 2025
PubMed
概括

这项研究集成了机器学习 (ML) 和地理信息系统 (GIS) 来预测路面状况. 随机森林模型实现了99.9%的准确性,从而实现了积极的道路维护和优化资源使用.

关键词:
分类 分类 分类 分类.地理信息系统 (GIS) 是一个国际粗度指数 (IRI) 是指国际粗度指数.机器学习 (ML) 是指机器学习.路面状况指数 (PCI) 是指路面状况指数.

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