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Deterioration Modeling of Flexible Pavements Based on As-Produced and As-Constructed Properties
Publisher: ASCE
Abstract: The goal of this study is to develop a framework for the life-cycle understanding of flexible pavements. New advancements in data analytics allow for the utilization of pavement life-cycle data (historical, environmental, ...
Machine Learning Approach to Predict International Roughness Index Using Long-Term Pavement Performance Data
Publisher: ASCE
Abstract: On-time pavement maintenance and rehabilitation are required to maintain or improve pavement roughness, which is an indicator of pavement performance and road safety. Better prediction of maintenance time can help in budget ...