Comparing Performance of Different Machine Learning Methods for Predicting Severity of Construction Work Zone Crashes

AH Mashhadi, A Rashidi, J Medina… - Computing in Civil …, 2024 - ascelibrary.org
ABSTRACT In 2020, more than 102,000 work zone crashes occurred in the United States,
resulting in over 45,000 injuries and more than 850 fatalities. These numbers are higher …

Estimating Construction Work Zones Capacity Using Deep Neural Network

AH Mashhadi, N Markovic, A Rashidi - … Research Congress 2022, 2022 - ascelibrary.org
Construction work zones are a major cause of traffic disruptions and delays on roadways.
Thus, accurate estimation of traffic states within work zones would be beneficial to both road …

Improved Sustainability and Efficiency of Partial-Depth Concrete Bridge Deck Repair

AD Sorensen, IIH Shanab… - 2024 - rosap.ntl.bts.gov
Recently, significant advances have been made in the development of rapid setting
cementitious materials for partial-depth bridge deck repair. The rapid set times of these …

Construction Work Zone Safety: Spatio-Temporal Analysis of Construction Work Zone Crashes

AH Mashhadi, A Rashidi, N Markovic - 2024 - rosap.ntl.bts.gov
This report presents a comprehensive analysis of work zone safety considering multiple
factors, including crash severity, speed analysis, countermeasure analysis, and state-of-the …