Z Luo, H Wang, S Li - Sustainability, 2022 - mdpi.com
Pavement performance prediction is necessary for road maintenance and repair (M&R) management and plans. The accuracy of performance prediction affects the allocation of …
Pavement management systems (PMS) are used by transportation government agencies to promote sustainable development and to keep road pavement conditions above the …
A Ali, U Heneash, A Hussein, M Eskebi - Infrastructures, 2022 - mdpi.com
The fuzzy logic technique is one of the effective approaches for evaluating flexible and rigid pavement distress. The process of classifying pavement distress is usually performed by …
AA Ali, U Heneash, A Hussein, S Khan - Journal of King Saud University …, 2024 - Elsevier
One of the most important and widely accepted pavement performance and ride quality indicators is the International Roughness Index (IRI). This study investigates the combined …
The Pavement Condition Index (PCI) is one of the most critical pavement performance indicators and ride quality. This study aims to develop PCI models based on pavement …
This study investigates the possibility for augmenting infrequent standard pavement survey data with spatiotemporally continuous sensor data crowdsourced from connected vehicles …
AA Ali, A Hussein, U Heneash - International Journal of Pavement …, 2023 - Springer
Abstract The International Roughness Index (IRI) is the most popular index used to measure road surface roughness. In the current study, three integrated approaches based on Multiple …
Physics-informed neural networks (PINN) are machine learning (ML) algorithms that can bridge the gap between our understanding of physical phenomena and the corresponding …