International Journal of Pavement Engineering

Article	Citations
Experimental study of the performance of porous ultra-thin asphalt overlay	125
Predicting resilient modulus of flexible pavement foundation using extreme gradient boosting based optimised models	64
Pavement crack detection and classification based on fusion feature of LBP and PCA with SVM	61
Characterisation of rejuvenation of various modified asphalt binders based on simplified chromatographic techniques	55
An intelligent approach for predicting the strength of geosynthetic-reinforced subgrade soil	51
An ensemble learning model for asphalt pavement performance prediction based on gradient boosting decision tree	45
Monte Carlo simulations of deformation behaviour of unbound granular materials based on a real aggregate library	44
A novel pavement transverse cracks detection model using WT-CNN and STFT-CNN for smartphone data analysis	41
A multi-objective optimization based on genetic algorithms for the sustainable design of Warm Mix Asphalt (WMA)	36
Numerical investigation on fracture evolution of asphalt mixture compared with acoustic emission	32
Application of a hybrid neural network structure for FWD backcalculation based on LTPP database	32
Laboratory evaluation of the performance of reclaimed asphalt mixed with composite crumb rubber-modified asphalt: reconciling relatively high content of RAP and virgin asphalt	29
Development of pavement roughness models using Artificial Neural Network (ANN)	29
Sustainable pavement maintenance and rehabilitation planning using differential evolutionary programming and coyote optimisation algorithm	29
Modelling of pavement performance evolution considering uncertainty and interpretability: a machine learning based framework	28
Towards the potential usage of eggshell powder as bio-modifier for asphalt binder and mixture: workability and mechanical properties	26
Effects of crystalline wax and asphaltene on thermoreversible aging of asphalt binder	26
Effect of raw material composition on the working performance of waterborne epoxy resin for road	26
Performance properties of high modulus asphalt concrete containing high reclaimed asphalt content and polymer modified binder	24
An integrated machine learning model for automatic road crack detection and classification in urban areas	23
The use of deep neural networks for developing generic pavement rutting predictive models	23
Composition optimisation and performance evaluation of waterborne epoxy resin emulsified asphalt tack coat binder for pavement	23
Comparative study of fly ash and rice husk ash as cement replacement in pervious concrete: mechanical characteristics and sustainability analysis	22
Investigation into fatigue life of interface bond between asphalt concrete layers	21
Irradiated polyethylene terephthalate and fly ash based grouts for semi-flexible pavement: design and optimisation using response surface methodology	21

The interfacial interaction between asphalt binder and mineral filler: a comprehensive review on mechanisms, evaluation methods and influence factors	21
Low-temperature mechanical properties of polyurethane-modified waterborne epoxy resin for pavement coating	21
Cracking prediction of asphalt concrete using fracture and strength tests	20
Evaluation of aggregate-binder bond strength using the BBS device for different road materials and conditions	20
A newly developed hybrid method on pavement maintenance and rehabilitation optimization applying Whale Optimization Algorithm and random forest regression	20
Evolutionary and swarm intelligence algorithms on pavement maintenance and rehabilitation planning	20
Toward the long-term aging influence and novel reaction kinetics models of bitumen	20
Influence of aggregate gradation and compaction on compressive strength and porosity characteristics of pervious concrete	20
Research on heat reflective coating technology of asphalt pavement	19
Evaluation of the high-temperature rheological performance of tire pyrolysis oil-modified bio-asphalt	19
A laboratory prototype of automatic pavement crack sealing based on a modified 3D printer	19
Mix design and laboratory characterisation of rubberised mixture used as damping layer in pavements	19
Resilient modulus descriptive analysis and estimation for fine-grained soils using multivariate and machine learning methods	19
Ground penetrating radar (GPR) applications in concrete pavements	19
Stress–strain dependent rutting prediction models for multi-layer structures of asphalt mixtures	18
Pavement condition information modelling in an I-BIM environment	18
Analysis of replacing virgin bitumen by plastic waste in asphalt concrete mixtures	18
A laboratory investigation on benefits of WCO utilisation in asphalt with high recycled asphalt content: emphasis on rejuvenation and aging	18
Automated pavement distress segmentation on asphalt surfaces using a deep learning network	17
Prediction of dynamic modulus of asphalt concrete using hybrid machine learning technique	17
Performance evaluation of steel slag high performance concrete for sustainable pavements	17
Developing an optimized faulting prediction model in Jointed Plain Concrete Pavement using artificial neural networks and random forest methods	17
Effect of glass fibers and waste engine oil on the properties of RAP asphalt concretes	17
An image-based system for asphalt pavement bleeding inspection	17
Pavement roughness evaluation method based on the theoretical relationship between acceleration measured by smartphone and IRI	17
Combination of pixel-wise and region-based deep learning for pavement inspection and segmentation	17
3D-finite element pavement structural model for using with traffic speed deflectometers	17
Physical, rheological and chemical features of recycled asphalt embraced with a hybrid rejuvenating agent	16
A hybrid approach of ANN and improved PSO for estimating soaked CBR of subgrade soils of heavy-haul railway corridor	16
Improvements on the use of GPC to measure large-size microstructures in aged asphalt binders	16
Evaluation of durability against wetting and drying cycles of cement-natural rubber latex stabilised unpaved road under cyclic tensile loading	16
Comprehensive performance evaluation of steel fiber-reinforced asphalt mixture for induction heating	16
Fatigue behaviour of rock asphalt concrete considering moisture, high-temperature, and stress level	16
Incorporating pavement deterioration uncertainty into pavement management optimization	16
Performance of SBS modifier-crumb rubber composite modified asphalt used as an anti-wear layer of perpetual pavement	16
A progressive hedging approach for large-scale pavement maintenance scheduling under uncertainty	16
Waste tyres crumb rubber as a sustainability enhancer for polymer-modified and hybrid polymer-modified bitumen	16
Evaluation of volumetric performance of asphalt mixtures containing recycled construction aggregate (RCA)	16
Laboratory and field evaluation of noise characteristics of porous asphalt pavement	15
Investigation of using conductive asphalt concrete with carbon fiber additives in intelligent anti-icing systems	15
Feature extraction and segmentation of pavement distress using an improved hybrid task cascade network	15
A contribution to texture analysis of pavements under simulated polishing: some new findings	15
Carbon nanotubes for improving rheological and chemical properties of styrene–butadiene–styrene modified asphalt binder	15
Impacts of load distribution and lane width on pavement rutting performance for automated vehicles	15
Evaluation of fracture behaviour of modified warm mix asphalt containing vertical and angular cracks under freeze-thaw damage	15
An automatic pothole detection algorithm using pavement 3D data	15
Effect of different fibres on the performance properties of cold recycled mixture with asphalt emulsion	15
Evaluation of the effects of transverse cracking on the falling weight deflectometer data of asphalt pavements	14
The hydro-mechanical interaction in novel polyurethane-bound pervious pavement by considering the saturation states in unbound granular base course	14
Multiscale investigation of waste soybean oil rejuvenated asphalt binder utilising experimental methodologies and molecular dynamics simulations	13

Aging degradation of anhydride-cured epoxy asphalt binder subjected to ultraviolet exposure	13
Design of flexible pavement thickness using stabilized high plastic soil by means of fly ash-based geopolymer	13
Preparation and investigation on terminal blend asphalt binders with high content of activated crumb rubber	13
Estimating Moisture Resistance of asphalt mixture containing epoxy resin using Surface Free Energy Method and Modified Lottman test	13
A weighted multi-output neural network model for the prediction of rigid pavement deterioration	13
Effect of aggregate structure on load-carrying capacity and deformation resistance of porous asphalt concrete based on discrete-element modelling	13
Polyurethane asphalt binder: a promising candidate for steel bridge deck-paving material	13
Determination of the air void content of asphalt concrete mixtures using artificial intelligence techniques to segment micro-CT images	13
Assessment of sugar cane bagasse bio-oil as an environmental friendly alternative for pavement engineering applications	13
Effect of freeze-thaw cycles on static properties of cement stabilised subgrade silty soil	12
An integer linear programming approach for pavement maintenance and rehabilitation optimization	12
Optimal novel approach for estimating the pavement transition probabilities used in Markovian prediction models	12
Cement-treated pavement layers incorporating construction and demolition waste and coconut fibres: a review	12
Pixel-level pavement crack detection using enhanced high-resolution semantic network	12
Data cleaning framework for highway asphalt pavement inspection data based on artificial neural networks	12
Dynamic behaviour of pavement on a two-parameter viscoelastic foundation subjected to loads moving with variable speeds	12
Effect of fibre type and utilisation rate on dimensional stability and frost resistance of pavement mortar mixture	12
Three-dimensional tire-pavement contact stresses prediction by deep learning approach	11
Effects of traffic load amplitude sequence on the cracking performance of asphalt pavement with a semi-rigid base	11
Development of framework for ranking pervious concrete pavement mixtures: application of multi-criteria decision-making methods	11
Mechanical response analysis of transverse crack treatment of asphalt pavement based on DEM	11
Directional characteristics of traffic polishing effect on pavement skid resistance	11
Investigation on rheological characteristics of low-emissions crumb rubber modified asphalt	11
Evaluation of rubberised asphalt mixture including natural Zeolite as a warm mix asphalt (WMA) additive	11
Rheological properties of dioctyl adipate-modified asphalt binder	11
Reliability assessment of compressive and splitting tensile strength prediction of roller compacted concrete pavement: introducing MARS-GOA-MCS	11
Calibration of MEPDG permanent deformation models using Hamburg Wheel Rut Tester and field data	11
A simplified skid resistance predicting model for a freeway network to be used in a pavement management system	11
Influence of aging on rheology- and chemistry-based properties of high polymer-modified asphalt binders	11
Rutting and surface-initiated cracking mechanisms of semi-flexible pavements with cement asphalt emulsion pastes	10
Mix design of asphalt plug joint based on response surface method and grey relational analysis	10
Asphalt mixture force chains morphological characteristics and bearing capacities investigation using discrete element method	10
Performance of a novel epoxy crack sealant for asphalt pavements	10
An efficient and robust method for predicting asphalt concrete dynamic modulus	10
GPR analysis to detect subsidence: a case study on a loaded reinforced concrete pavement	10
Establishment of probabilistic prediction models for pavement deterioration based on Bayesian neural network	10
Hydraulic characteristics of stabilised expansive subgrade soils in road pavements	10
Laboratory performance of recycled polyethylene modified epoxy asphalt binders	10
Comparison of mixed mode I/III fracture toughness data obtained from the ENDB specimens manufactured by gyratory cylinders with two diameters of 100 and 150 mm	10
Experimental measurements of the moisture diffusion and strength damage mechanism of dense asphalt mixtures	10
Performance evaluation of rejuvenated recycled asphalt blends at high and intermediate pavement temperatures	10
Study on PQI standard for comprehensive maintenance of asphalt pavement based on full-cycle	10
Impact analysis of traffic loading on pavement performance using support vector regression model	10
The impact of MSWI bottom ash as aggregate on concrete mechanical performance	10
Pixel-Level patch detection from full-scale asphalt pavement images based on deep learning	10
Neural network-based prediction of sideway force coefficient for asphalt pavement using high-resolution 3D texture data	10
Micro-structural evolution of porous asphalt mixture and its influence to key behaviour based on loading action	10
Numerical simulation and novel methodology on resilient modulus for traffic loading on road embankment	10
Evaluating the effect of amine-based anti-stripping agent on the fatigue life of asphalt pavements	10
Mechanistic and microstructural characteristics of roller compacted geopolymer concrete using reclaimed asphalt pavement	10
Mechanical and physical properties and cyclic swell-shrink behaviour of expansive clay improved by recycled glass	10
Optimal pavement management strategy development with a stochastic model and its practical application to Ugandan national roads	10
Application of electric arc furnace slag for stabilisation of different tropical soils	10
Influence of freezing and thawing on drainage behaviour for porous asphalt pavement based on molecular dynamics simulation	9
Autonomous trucks’ (ATs) lateral distribution and asphalt pavement performance	9
Performance of granular road base and sub-base layers containing recycled concrete aggregate in different ratios	9
Two-step deep learning approach for pavement crack damage detection and segmentation	9
Prediction of flexible pavement 3-D finite element responses using Bayesian neural networks	9
SAPAVE: an improved semi-analytical FE program for dynamic viscoelastic analysis of asphalt pavement	9
Investigation on self-healing performance of asphalt mixture containing microcapsules and survival behaviour of microcapsules	9
Evaluation of deep learning models for classification of asphalt pavement distresses	9
Use of NDT systems to investigate pavement reconstruction needs and improve maintenance treatment decision-making	9
Prediction of compressive strength of fly ash blended pervious concrete: a machine learning approach	9
Parametric analysis and field validations of oxidative ageing in asphalt pavements using multiphysics modelling approaches	9
Investigating the performance of polymer and warm mix modified asphalt binders and mixtures	9
Effects of smartphone sensor variability in road roughness evaluation	9
Meso-structural evaluation of asphalt mixture based on pore cellular structure model	9
3D Virtual reconstruction of asphalt mixture microstructure based on rigid body dynamic simulation	9
A mechanistic perspective for airfield pavements evaluation focusing on the asphalt layers’ behaviour	9
Moisture damage analysis based on adhesive failure in asphalt mixtures	9
Three indexes to characterise crushing and screening of reclaimed asphalt pavement	8
Effects of aging on rheological, chemical, and micromechanical properties of waterborne epoxy resin modified bitumen emulsion	8
Polymer modified asphalt binder – an approach for enhancing temperature sensitivity for emergency pavement repair	8
Damage characteristics of the Qinghai-Tibet Highway in permafrost regions based on UAV imagery	8
An attempt for development of pavements temperature prediction models based on remote sensing data and artificial neural network	8
Effect of clogging and cleaning on the permeability of pervious block pavements	8
Multi-directional Falling Weight Deflectometer (FWD) testing and quantification of the effective modulus of subgrade reaction for concrete roads	8
Characterisation of the climatic temperature variations in the design of rigid pavements	8
Modelling asphalt binder fatigue at multiple temperatures using complex modulus and the LAS test	8
Three-dimensional spatial stress state of highway subgrade under vehicle load: experimental evidence and evaluation model	8

Estimation of IRI from PASER using ANN based on k-means and fuzzy c-means clustering techniques: a case study	8
Mechanical properties and durability of cement-stabilised macadam incorporating waste foundry sand	8
The effect of superplasticizer admixture on the engineering characteristics of roller-compacted concrete pavement	8
Evaluation of anti-ageing performance of bitumen based on rheological and chemical characterisation	8
Predicting the dynamic modulus of asphalt mixture using hybridized artificial neural network and grey wolf optimizer	8
Incorporating phase change materials in asphalt pavements to melt snow and ice	8
Effect of particle shape on shear behaviour of aggregate-geogrid interface under different aperture ratios	8
Novel hybrid machine learning models including support vector machine with meta-heuristic algorithms in predicting unconfined compressive strength of organic soils stabilised with cement and lime	8
Interface shear strength and shear fatigue resistance of fibreglass grid-reinforced asphalt concrete test specimens	8
Study on effect of thermal, oxidative and ultraviolet coupled aging on rheological properties of asphalt binder and their contribution rates	8
Influence of initial defects on the fatigue behaviour of cement-stabilized macadam base through DEM	8
Low-temperature rheological properties and micro-mechanism of DIBCH plasticizer modified bitumen	8
Effect of two organic phase change materials on the thermal performance of asphalt pavements	8
Wood bioash effect as lime replacement in the stabilisation of different clay subgrades	7
Environmental performance evaluation of warm mix asphalt with recycled concrete aggregate for road pavements	7
Comparative investigation of laboratory and field compaction techniques for designing roller compacted concrete pavements (RCCP)	7
Mechanical characteristics of dowel bar-concrete interaction: based on substructure experiment	7
Stress distributions in the textures of prefabricated pavement surface created with the assistance of 3D printing technology	7
Validating the practicality of utilising an image classifier developed using TensorFlow framework in collecting corrugation data from gravel roads	7
Pavement rutting performance analysis of automated vehicles: impacts of wander mode, lane width, and market penetration rate	7
Life cycle analysis for asphalt pavement in Canadian context: modelling and application	7
Investigation of graphite tailings as a substitute for filler in asphalt mastics	7
Investigation on the compaction process of steel bridge deck pavement based on DEM-FEM coupling model	7
Assessment of methods to select optimum doses of rejuvenators for asphalt mixtures with high RAP content	7
Optimisation of recycled concrete aggregates for cement-treated bases by response surface method	7
Effect of filler on performance of porous asphalt pavement using multiscale finite element method	7
Pavement surface defect recognition method based on vehicle system vibration data and feedforward neural network	7
Assessing the aging tendency of asphalt binder using a thermal cycler	7
Evaluating the evolution of fiber-reinforced emulsified asphalt cold-recycled mixture damage using digital image correlation	7
Examining the efficacy of promising antioxidants to mitigate asphalt binder oxidation: insights from a worldwide interlaboratory investigation	7
Study on micromechanisms of macro evaluation indexes for asphalt based on grey relation analysis	7
Analysing Witczak 1-37A, Witczak 1-40D and Modified Hirsch Models for asphalt dynamic modulus prediction using global sensitivity analysis	7
Evaluation of mechanical properties and structural behaviour of concrete pavements produced with virgin and recycled aggregates: an experimental and numerical study	7
Flow Number parameter as a performance criteria for asphalt mixtures rutting: evaluation to mixes applied in Brazil Southern region	7
A novel approach for resilient modulus prediction using extreme learning machine-equilibrium optimiser techniques	7
Assessing permanent deformation potential of asphalt mixtures based on viscoelastic characteristics	7
Temperature dependency analysis of the fracture characteristics of semi-flexible pavement (SFP) mixtures using acoustic emission technique	6
Evolution characteristics of crack and energy of low-grade highway under impact load	6
Imperative role of SBS molecular structure on the performance properties of modified binders and asphalt mixes	6
Evaluation framework for smartphone-based road roughness index estimation systems	6
Hilbert-Huang transformation (HHT) based texture profile analysis for continuous friction characterisation of pavements	6
Durability evaluation of mechanical and bonding properties of polyurethane-modified waterborne epoxy resin for road	6
Frequency adjustment method for in-situ seismic modulus of asphalt concrete	6
3D Imaging based pavement texture evaluation	6
Impacts of recycled binder availability on volumetric mixture design and performance	6
Microstructure characterisation and constitutive modelling of waterborne epoxy resin modified bitumen emulsion	6
Erosion mechanism of sea salt solution on the performance of SBS-modified asphalt mixtures	6
Study on crack resistance of cement-stabilized iron tailings	6
Compressive strength characteristics of hybrid fiber-reinforced cemented soil	6
Laboratory investigation on influence of mixture parameters on noise reduction characteristics of porous asphalt concrete	6
Estimating pavement roughness using a low-cost depth camera	6
Condition assessment of rigid pavement using terrestrial laser scanner observations	6
Performance-optimised design of sand fog seal for pavement cold repair using RSM I-optimal methodology	6
A review and sequel experimental analysis on physical and mechanical properties of permeable concrete for pavement construction	6
Effect of binder-aggregate ratio on the mechanical and functional properties of porous polyurethane cement mixture	6
Comparison of skid resistance of EAC pavement with different maximum aggregate grain size	6
Study on the effect of different environmental factors on the aging gradient of asphalt binder based on field aging test	6
Evaluation of shortwave and longwave radiation models for mechanistic-empirical pavement analysis	6
Effect of microcracking on the shrinkage cracking and durability performance of cement-treated macadam material	6
Evaluation of strength properties of oil-contaminated sands upon stabilisation with laterite soil	6
Urban pedestrian stone pavements: measuring functional and safety requirements	6
Improved models of solar radiation and convective heat transfer for pavement temperature prediction	6
Assessing the effect of short and long-term aging on moisture damage of hot mix asphalt using two different methods	6
Characterisation of asphalt concrete mixes with municipal solid waste incineration fly ash used as fine aggregates substitution	6
Performance of carbon fibre-reinforced pervious concrete (CFRPC) subjected to static, cyclic and impact loads	6
Image texture analysis to evaluate the microtexture of coarse aggregates for pavement surface courses	6
Automated image segmentation of air voids in hardened concrete surface using photometric stereo method	6
Automated pothole condition assessment in pavement using photogrammetry-assisted convolutional neural network	5
Performance evaluation of Nano wood ashes in asphalt binder and mixture	5
Laboratory investigation into the crack propagation mechanism of geosynthetic reinforced asphalt concrete using digital image correlation technique	5
Generalised Kelvin contact models for DEM modelling of asphalt mixtures	5
Extended aging performance of high RAP mixtures and the role of softening oils	5
Hysteresis friction modelling of BPT considering rubber penetration depth into road surface	5
Developing a prediction model for low-temperature fracture energy of asphalt mixtures using machine learning approach	5
Microstructure and damage evolution of porous asphalt mixtures under coupled effects of high temperature and moisture	5
Influence of curing agent ratio, asphalt content and crosslinking degree on the compatibility and component distribution of epoxy asphalt in compound curing agent system	5
Potential use of waste rice husk ash for concrete paving blocks: strength, durability, and run-off properties	5
Utilisation of expansive soils as highway embankment materials in humid environments	5
ContactGAN development – prediction of tire-pavement contact stresses using a generative and transfer learning model	5
Dynamic characteristics of a sandy subgrade reinforced by waste tire textile fibres	5
Property evaluation of magnesia-based cement emulsified asphalt mortar (MCAM) as pavement repair material	5
Effects of maintenance, traffic and climate condition on International Roughness Index of flexible pavement	5
A combination of DOE – multi-criteria decision making analysis applied to additive assessment in porous asphalt mixture	5
An automated technique for characterising foamed bitumen using ultrasonic sensor system	5
Effect of early strength anti-cracking materials on drying shrinkage of recycled cement stabilized macadam	5
Effects of partial replacement of fine aggregates with crumb rubber on skid resistance and mechanical properties of cement concrete pavements	5
Accelerated curing potential of cold mix asphalt using silica fume and hydrated lime as filler	5
Freeze–thaw and thermal cycle durability of pervious concrete with different aggregate sizes and water–cement ratios	5
A method to evaluate the tensile strength and ductility of asphalt binders using a thin confined film	5
Discrete element modelling of mechanical response of crumb rubber-modified asphalt pavements under traffic loads	5
The impact of truck platooning action on asphalt pavement: a parametric study	5
Study on performance of recycled asphalt mixture based on blending state analysis of virgin and aged asphalt	5
Optimisation method of network level pavement maintenance planning based on benefit maximisation subject to budget constraints and a case study	5
Evaluation of mix design volumetrics and cracking potential of foamed Warm Mix Asphalt (WMA) containing Reclaimed Asphalt Pavement (RAP)	5
Laboratory development and evaluation of an oleylamine curing Epoxy Asphalt	5