Machine learning models for predicting carbonation depth in fly ash concrete: performance and interpretability insights
Available online 29 January 2026
This study aims to develop an accurate and robust machine learning model to predict the carbonation depth of fly ash concrete, overcoming the limitations of traditional predictive methods. Five ensemble-based...
Unconfined compressive strength and small-strain shear modulus of soft marine clay improved by ordinary Portland cement and polyester fibers with modeling by Michaelis-Menten kinetics
Available online 29 January 2026
This study proposes to use the unconfined compressive strength (UCS) and the bender element (BE) tests for determining the strength and the initial small-strain shear modulus of Bangkok soft marine...
Comparative performance evaluation of asphalt binder modified with high-content pretreated crumb rubber and various additives
Available online 29 January 2026
The addition of high-content crumb rubber (HCCR) in asphalt can effectively address waste tire pollution and provide sustainable environmental and economic advantages. However, the practical application...
A comprehensive evaluation of non-destructive density and moisture content measurement of asphalt pavement during construction using ground-penetrating radar
Available online 23 January 2026
In-situ density and moisture content of asphalt pavement are essential controlling parameters that require accurate measurement for quality control and quality assurance purposes. The ground-penetrating...
Three-dimensional characteristics and spectral model of the roughness of airport runway surface
Available online 22 January 2026
Runway surface roughness significantly influences aircraft vibrations during takeoff and landing, affecting both flight safety and pavement durability. Aircraft operate at high speeds and wide gear...
Dielectric constant influences and mechanical correlations in asphalt mixtures: Implications for non-destructive testing
Available online 22 January 2026
Ground penetrating radar (GPR) offers a rapid and non-destructive approach to evaluating asphalt mixtures by capturing variations in their dielectric constant. As a critical electromagnetic parameter,...
AI-based augmentation of prediction potential for asphalts
Available online 22 January 2026
There is a lack of studies when dealing with the comparison between regression methods and machine learning (ML)-type methods in terms of their ability to interpret and describe how the components of...
Performance evaluation and optimization of emulsified asphalt cold recycled mixtures using dual-recycled RAP and RAI materials
Available online 22 January 2026
In recent years, the amount of waste generated during milling has increased dramatically, and improper disposal poses a significant environmental challenge. To mitigate environmental pollution and enhance...
State of the art of asphalt pavement aggregate and aggregate alternatives in the context of China's long-life pavement concepts
Available online 22 January 2026
Long-life pavement has been introduced to address the urgent need for durable and reliable transportation infrastructure. This review overviews the development of aggregates for long-life pavements...
Rutting performance of geosynthetic reinforced unbound pavements subjected to repetitive loading: A review
Available online 22 January 2026
The growing demands on global infrastructure highlight the critical need for durable and efficient pavement systems, particularly under the stress of repetitive heavy traffic loads. The use of geosynthetics...
Skid resistance and mechanical performance comparison between in-place and in-plant cold-mix recycling 100% RAP: A sustainable design for bicycle lanes
December 2025
Technological advancements have produced sustainable approaches to pavement preservation and reconstruction procedures. Specific recycling processes are being developed to reuse the asphalt concrete...
Comprehensive review of aging phenomena in conventional and bio-based asphalt binders: Challenges and future directions
December 2025
Aging plays a critical role in determining the durability and long-term performance of asphalt pavements, as it is influenced by both external factors (e.g., temperature, ultraviolet (UV) radiation,...
Evaluation of properties and modification mechanism of organic expanded vermiculite/waste rubber powder modified asphalt
December 2025
Severe segregation and poor rheological properties in crumb rubber (CR) modified asphalt (CRMT) were addressed by investigating the performance improvement effect of organic expanded vermiculite (OEV)...
A critical review on pavement distress detection using images and point clouds from visual features to geometric modeling
December 2025
Pavement distress detection plays a pivotal role in ensuring roadway safety, serviceability, and cost-effective infrastructure management. With rapid advancements in intelligent transportation systems,...
Cup lump rubber and natural rubber latex biopolymers as promising modifiers for asphalt binders and mixtures: A review
December 2025
This paper presents a comprehensive review of previous research based on scientific papers, technical reports, and published academic theses. The review focuses on studies and investigations concerning...
Bio-based polyurethane for road engineering applications: A comprehensive review
December 2025
With the escalating global emphasis on environmental conservation and sustainable development, enhancing the service quality and durability of road surfaces and facilitating the green development of...
Application of aluminum industry solid waste in asphalt mixtures and its impact on performance: Current research and future perspectives
December 2025
Aluminum industrial solid waste represents a highly abundant yet underutilized resource. Its incorporation into asphalt pavement applications can effectively reduce the exploitation of natural resources...
Nondestructive testing of asphaltic laboratory samples through resonant tests
December 2025
Knowledge of the dynamic modulus of bituminous mixtures is practical and theoretically meaningful in pavement design, construction, and monitoring. The tests in the laboratory for the determination...
Fly ash for sustainable roads: A comprehensive review on mechanisms and performance optimization
December 2025
Fly ash (FA), a major solid waste from coal-fired industries, represents a critical pathway for the green disposal of bulk solid waste and the low-carbon construction of transportation infrastructure,...
Tire/road noise analysis of innovative microsurfacing mixtures based on SPERoN® model and noise-related texture indicators
September 2025
Road traffic noise is a significant environmental issue in urban areas with major health and economic implications for communities. Thus, a comprehensive understanding of tire/road noise mechanism is...
Effects of plateau environment on cement concrete properties: A review
September 2025
The plateau environment not only affects the development of concrete's early strength but also damages its durability during its service life. This paper summarized and analyzed the impact of plateau...
Laboratory performance of sustainable stone matrix asphalt mixtures utilizing electric arc furnace slag and waste plastic
September 2025
This research examined the feasibility of incorporating electric arc furnace (EAF) slag and waste plastic into stone matrix asphalt (SMA) mixtures. With annual global production of over 70 million tons...
Study on separation identification of cement stabilized crushed stone mixture based on convolutional neural network
September 2025
With the vigorous development of China's transportation industry, the mileage of high-grade highways based on semi rigid base layers has been increasing year by year. However, the commonly used material...
Application of nanomaterials on the performance of SBS modified asphalt binders and mixtures: A comprehensive review
September 2025
Presently, many asphalts and modified asphalts fail to satisfy long-term serviceability and durability criteria. Researchers are utilizing several asphalt modifiers to enhance the overall performance...
Evaluation of effective parameters on pavement surface temperature
September 2025
The elevated temperatures adversely affect the durability and lifespan of pavement. Understanding the factors that influence asphalt pavement temperature offers valuable insights for creating climate-friendly...