International Journal of Pavement Engineering

Article	Citations
Experimental study of the performance of porous ultra-thin asphalt overlay	107
Predicting resilient modulus of flexible pavement foundation using extreme gradient boosting based optimised models	60
Characterisation of rejuvenation of various modified asphalt binders based on simplified chromatographic techniques	46
Automated pavement distress detection using region based convolutional neural networks	44
Pavement crack detection and classification based on fusion feature of LBP and PCA with SVM	44
An intelligent approach for predicting the strength of geosynthetic-reinforced subgrade soil	41
Prediction of permanent deformation for subgrade soils under traffic loading in Southern China	38
Monte Carlo simulations of deformation behaviour of unbound granular materials based on a real aggregate library	37
Life cycle assessment of hot mix asphalt with recycled concrete aggregates for road pavements construction	35
Low-Noise pavement technologies and evaluation techniques: a literature review	35
A novel pavement transverse cracks detection model using WT-CNN and STFT-CNN for smartphone data analysis	35
Oxidative aging of epoxy asphalt	34
A multi-objective optimization based on genetic algorithms for the sustainable design of Warm Mix Asphalt (WMA)	33
Intelligent decision model of road maintenance based on improved weight random forest algorithm	32
Numerical investigation on fracture evolution of asphalt mixture compared with acoustic emission	31
An ensemble learning model for asphalt pavement performance prediction based on gradient boosting decision tree	31
A criterion of asphalt pavement rutting based on the thermal-visco-elastic-plastic model	30
Development of a fatigue index parameter, Sapp, for asphalt mixes using viscoelastic continuum damage theory	29
A two-step sequential automated crack detection and severity classification process for asphalt pavements	29
Investigation of pavement skid resistance and macrotexture on a long-term basis	28
A novel approach for pavement texture characterisation using 2D-wavelet decomposition	28
The effect of long-term aging on fatigue cracking resistance of asphalt mixtures	27
Towards the potential usage of eggshell powder as bio-modifier for asphalt binder and mixture: workability and mechanical properties	27
Effects of crystalline wax and asphaltene on thermoreversible aging of asphalt binder	27
Low-temperature performance grade characterisation of asphalt binder using the dynamic shear rheometer	26

Applicability of smartphone-based roughness data for rural road pavement condition evaluation	26
Development of a crowdsourcing-based system for computing the international roughness index	26
Effect of raw material composition on the working performance of waterborne epoxy resin for road	25
Toward equity in large-scale network-level pavement maintenance and rehabilitation scheduling using water cycle and genetic algorithms	24
Investigating mechanical characteristics of aggregate structure for road materials	24
Distribution of mortar film thickness and its relationship to mixture cracking resistance	24
A fuzzy logic expert system for selecting optimal and sustainable life cycle maintenance and rehabilitation strategies for road pavements	23
A hybrid wavelet-optimally-pruned extreme learning machine model for the estimation of international roughness index of rigid pavements	23
Application of a hybrid neural network structure for FWD backcalculation based on LTPP database	23
A lab study to develop polyurethane concrete for bridge deck pavement	22
Low-temperature mechanical properties of polyurethane-modified waterborne epoxy resin for pavement coating	22
Effects of asphalt mixture structure types on force chains characteristics based on computational granular mechanics	22
Sustainable pavement maintenance and rehabilitation planning using differential evolutionary programming and coyote optimisation algorithm	22
Development of pavement roughness models using Artificial Neural Network (ANN)	21
A model for predicting the deterioration of the international roughness index	21
Performance properties of high modulus asphalt concrete containing high reclaimed asphalt content and polymer modified binder	20
NDT assessment of rigid pavement damages with ground penetrating radar: laboratory and field tests	20
An integrated machine learning model for automatic road crack detection and classification in urban areas	20
Development of a rutting index parameter based on the stress sweep rutting test and permanent deformation shift model	19
Pavement maintenance and rehabilitation planning optimisation under budget and pavement deterioration uncertainty	18
Analysis of replacing virgin bitumen by plastic waste in asphalt concrete mixtures	18
Experimental investigation of the effect of Micro Silica on roller compacted concrete pavement made of recycled asphalt pavement materials	18
Surface modification of ground tire rubber particles by cold plasma to improve compatibility in rubberised asphalt	18
The use of deep neural networks for developing generic pavement rutting predictive models	17
Composition optimisation and performance evaluation of waterborne epoxy resin emulsified asphalt tack coat binder for pavement	17
Cement stabilisation of recycled concrete aggregate modified with polyvinyl alcohol	17
Asphalt pavement design optimisation: a case study using viscoelastic continuum damage theory	16
Irradiated polyethylene terephthalate and fly ash based grouts for semi-flexible pavement: design and optimisation using response surface methodology	16
Preparation and investigation on terminal blend asphalt binders with high content of activated crumb rubber	16
Study on interfacial debonding between bitumen and aggregate based on micromechanical damage model	16
Non-isothermal low-temperature reversible aging of commercial wax-based warm mix asphalts	16
Stress–strain dependent rutting prediction models for multi-layer structures of asphalt mixtures	16
Evolutionary and swarm intelligence algorithms on pavement maintenance and rehabilitation planning	16
Laboratory evaluation of the performance of reclaimed asphalt mixed with composite crumb rubber-modified asphalt: reconciling relatively high content of RAP and virgin asphalt	16
Advanced characterization of unbound granular materials for pavement structural design in Egypt	16
Investigation into possibility of rejuvenating aged asphalt binder using mustard oil	16
Comparative study of fly ash and rice husk ash as cement replacement in pervious concrete: mechanical characteristics and sustainability analysis	16
Modelling of pavement performance evolution considering uncertainty and interpretability: a machine learning based framework	15
A newly developed hybrid method on pavement maintenance and rehabilitation optimization applying Whale Optimization Algorithm and random forest regression	15
Mix design and laboratory characterisation of rubberised mixture used as damping layer in pavements	15
Prediction of dynamic modulus of asphalt concrete using hybrid machine learning technique	15
An image-based system for asphalt pavement bleeding inspection	15
Microstructural characterisation of reclaimed asphalt pavement with rejuvenators	15
A comparative study on the performance of RCC for pavements casted in laboratory and field	15
Investigating the performance-related properties of crumb rubber modified bitumen using rheology-based tests	15
Performance evaluation of steel slag high performance concrete for sustainable pavements	14
Physical properties of graphene-oxide modified asphalt and performance analysis of its mixtures using response surface methodology	14
Application of artificial neural network models for predicting the resilient modulus of recycled aggregates	14
Fatigue evolution characteristic and self-healing behaviour of asphalt binders	14
Subgrade stabilisation mixtures with EAF steel slag: an experimental study followed by field implementation	14

Fatigue behaviour of rock asphalt concrete considering moisture, high-temperature, and stress level	14
Incorporating pavement deterioration uncertainty into pavement management optimization	14
Investigation into fatigue life of interface bond between asphalt concrete layers	14
Numerical analysis of hydroplaning behaviour by using a tire–water-film–runway model	14
Cracking prediction of asphalt concrete using fracture and strength tests	14
Improvements on the use of GPC to measure large-size microstructures in aged asphalt binders	14
Effect of aggregate size on properties of polypropylene and glass fibre-reinforced pervious concrete	14
Pavement roughness evaluation method based on the theoretical relationship between acceleration measured by smartphone and IRI	14
3D-finite element pavement structural model for using with traffic speed deflectometers	13
Resilient modulus descriptive analysis and estimation for fine-grained soils using multivariate and machine learning methods	13
Toward the long-term aging influence and novel reaction kinetics models of bitumen	13
Evaluation of the high-temperature rheological performance of tire pyrolysis oil-modified bio-asphalt	13
Effect of different fibres on the performance properties of cold recycled mixture with asphalt emulsion	13
Automated pavement distress segmentation on asphalt surfaces using a deep learning network	13
A progressive hedging approach for large-scale pavement maintenance scheduling under uncertainty	13
The hydro-mechanical interaction in novel polyurethane-bound pervious pavement by considering the saturation states in unbound granular base course	13
Ground penetrating radar (GPR) applications in concrete pavements	13
Evaluation of aggregate-binder bond strength using the BBS device for different road materials and conditions	13
Physical, rheological and chemical features of recycled asphalt embraced with a hybrid rejuvenating agent	13
Waste tyres crumb rubber as a sustainability enhancer for polymer-modified and hybrid polymer-modified bitumen	13
Investigations of chloride ions permeability of pavement concrete under coupled effect of fatigue loading and hydrodynamic pressure	12
Predicting compressive strength of roller-compacted concrete pavement containing steel slag aggregate and fly ash	12
Performance of SBS modifier-crumb rubber composite modified asphalt used as an anti-wear layer of perpetual pavement	12
Pavement condition information modelling in an I-BIM environment	12
Sulphate soil stabilisation with magnesium binders for road subgrade construction	12
Developing an optimized faulting prediction model in Jointed Plain Concrete Pavement using artificial neural networks and random forest methods	12
Comprehensive performance evaluation of steel fiber-reinforced asphalt mixture for induction heating	12
Research on heat reflective coating technology of asphalt pavement	12
Evaluation of the effects of transverse cracking on the falling weight deflectometer data of asphalt pavements	12
A probabilistic approach to detect structural problems in flexible pavement sections at network level assessment	12
The interfacial interaction between asphalt binder and mineral filler: a comprehensive review on mechanisms, evaluation methods and influence factors	12
A laboratory prototype of automatic pavement crack sealing based on a modified 3D printer	12
Quantifying the effect of modified mixture volumetrics and compaction effort on skid resistance of asphalt pavements	12
Multi-criteria optimum mixture design of porous concrete pavement surface layers	11
Effects of ageing and recycling agents on the multiscale properties of binders with high RAP contents	11
Investigation of using conductive asphalt concrete with carbon fiber additives in intelligent anti-icing systems	11
Evaluation of durability against wetting and drying cycles of cement-natural rubber latex stabilised unpaved road under cyclic tensile loading	11
Effect of glass fibers and waste engine oil on the properties of RAP asphalt concretes	11
Combination of pixel-wise and region-based deep learning for pavement inspection and segmentation	11
The tailored traits of reclaimed asphalt pavement incorporating maltene: performance analyses	11
Design of flexible pavement thickness using stabilized high plastic soil by means of fly ash-based geopolymer	11
Data cleaning framework for highway asphalt pavement inspection data based on artificial neural networks	11
Evaluation of rubberised asphalt mixture including natural Zeolite as a warm mix asphalt (WMA) additive	11
Evaluation of fracture behaviour of modified warm mix asphalt containing vertical and angular cracks under freeze-thaw damage	11
Evaluation of two nano-silane-modified emulsion stabilised pavements using accelerated pavement testing	11
Evaluation of volumetric performance of asphalt mixtures containing recycled construction aggregate (RCA)	11
Development of predictive models for skid resistance of asphalt pavements and seal coat	11
Estimating Moisture Resistance of asphalt mixture containing epoxy resin using Surface Free Energy Method and Modified Lottman test	10
Use of ANN and visual-manual classification for prediction of soil properties for paving purposes	10
Evaluating the effect of amine-based anti-stripping agent on the fatigue life of asphalt pavements	10
A laboratory investigation on benefits of WCO utilisation in asphalt with high recycled asphalt content: emphasis on rejuvenation and aging	10
Investigation of the oxidation ageing of RAP asphalt blend binders and mixtures	10
Effect of type and quantity of emulsifier in bitumen polymer emulsion on microsurfacing performance	10
Mathematical insights into the relationship between pavement roughness and vehicle vibration	10
Density-driven damage mechanics (D3-M) model for concrete I: mechanical damage	10
Calibration of smartphone sensors to evaluate the ride quality of paved and unpaved roads	10
Development of pavement roughness master curves using Markov Chain	10
Fundamental investigation of the interaction mechanism between new and aged binders in binder blends	10
Effect of truck speed on the response of flexible pavement systems to traffic loading	10
Polyurethane asphalt binder: a promising candidate for steel bridge deck-paving material	10
Laboratory and field evaluation of noise characteristics of porous asphalt pavement	10
A non-destructive approach for the predictive master curve of ASPHALT pavements using ultrasonic and deflection methods	10
Impacts of load distribution and lane width on pavement rutting performance for automated vehicles	10
An efficient and robust method for predicting asphalt concrete dynamic modulus	9
Computational investigation on surface water distribution and permeability of porous asphalt pavement	9
Assessment of sugar cane bagasse bio-oil as an environmental friendly alternative for pavement engineering applications	9
The impact of MSWI bottom ash as aggregate on concrete mechanical performance	9
Investigating the ANN model for cracking of HMA in terms of temperature, RAP and fibre content	9
Predicting the dynamic modulus of asphalt mixture using hybridized artificial neural network and grey wolf optimizer	9
Performance of a novel epoxy crack sealant for asphalt pavements	9
Effects of smartphone sensor variability in road roughness evaluation	9
Performance damage characteristics of asphalt mixture suffered from the sulphate–water–temperature–load coupling action	9
Carbon nanotubes for improving rheological and chemical properties of styrene–butadiene–styrene modified asphalt binder	9
Influence of aggregate gradation and compaction on compressive strength and porosity characteristics of pervious concrete	9
Reliability assessment of compressive and splitting tensile strength prediction of roller compacted concrete pavement: introducing MARS-GOA-MCS	9
Optimal pavement management strategy development with a stochastic model and its practical application to Ugandan national roads	9
Calibration of MEPDG permanent deformation models using Hamburg Wheel Rut Tester and field data	9
Neural network-based prediction of sideway force coefficient for asphalt pavement using high-resolution 3D texture data	9
An integer linear programming approach for pavement maintenance and rehabilitation optimization	9
Performance evaluation of rejuvenated recycled asphalt blends at high and intermediate pavement temperatures	9

Development of framework for ranking pervious concrete pavement mixtures: application of multi-criteria decision-making methods	9
ANN-based dynamic modulus models of asphalt mixtures with similar input variables as Hirsch and Witczak models	9
Influence of aging on rheology- and chemistry-based properties of high polymer-modified asphalt binders	9
Effect of fibre type and utilisation rate on dimensional stability and frost resistance of pavement mortar mixture	9
Rheological properties of dioctyl adipate-modified asphalt binder	9
Construction of complex shear modulus and phase angle master curves for aging asphalt binders	9
Stabilisation of expansive soils subjected to moisture fluctuations in unsealed road pavements	9
Numerical simulation and novel methodology on resilient modulus for traffic loading on road embankment	9
A contribution to texture analysis of pavements under simulated polishing: some new findings	9
Determination of the air void content of asphalt concrete mixtures using artificial intelligence techniques to segment micro-CT images	9
Two-step deep learning approach for pavement crack damage detection and segmentation	8
Use of NDT systems to investigate pavement reconstruction needs and improve maintenance treatment decision-making	8
Moisture damage analysis based on adhesive failure in asphalt mixtures	8
Rutting and surface-initiated cracking mechanisms of semi-flexible pavements with cement asphalt emulsion pastes	8
Directional characteristics of traffic polishing effect on pavement skid resistance	8
Cement-treated pavement layers incorporating construction and demolition waste and coconut fibres: a review	8
Heterogeneous visco-hyperelastic numerical modelling of crumb rubber-modified asphalt binders	8
A hybrid approach of ANN and improved PSO for estimating soaked CBR of subgrade soils of heavy-haul railway corridor	8
Pixel-level pavement crack detection using enhanced high-resolution semantic network	8
An automatic pothole detection algorithm using pavement 3D data	8
Damage characteristics of the Qinghai-Tibet Highway in permafrost regions based on UAV imagery	8
Mechanical response analysis of transverse crack treatment of asphalt pavement based on DEM	8
Effect of freeze-thaw cycles on static properties of cement stabilised subgrade silty soil	8
Low-temperature rheological properties and micro-mechanism of DIBCH plasticizer modified bitumen	8
Aging degradation of anhydride-cured epoxy asphalt binder subjected to ultraviolet exposure	8
Optimal novel approach for estimating the pavement transition probabilities used in Markovian prediction models	8
Meso-structural evaluation of asphalt mixture based on pore cellular structure model	8
GPR analysis to detect subsidence: a case study on a loaded reinforced concrete pavement	8
A mechanistic perspective for airfield pavements evaluation focusing on the asphalt layers’ behaviour	8
The effect of superplasticizer admixture on the engineering characteristics of roller-compacted concrete pavement	8
Three-dimensional tire-pavement contact stresses prediction by deep learning approach	8
Mix design of asphalt plug joint based on response surface method and grey relational analysis	8
Effects of oil palm fibre ash on cement stabilised lateritic soil used for highway construction	8
Mechanistic and microstructural characteristics of roller compacted geopolymer concrete using reclaimed asphalt pavement	8
Density driven damage mechanics (D3-M) model for concrete II: fully coupled chemo-mechanical damage	8
Performance of granular road base and sub-base layers containing recycled concrete aggregate in different ratios	8
Skid resistance: understanding the role of road texture scales using a signal decomposition technique and a friction model	7
Estimation of IRI from PASER using ANN based on k-means and fuzzy c-means clustering techniques: a case study	7
Study on micromechanisms of macro evaluation indexes for asphalt based on grey relation analysis	7
Parametric analysis and field validations of oxidative ageing in asphalt pavements using multiphysics modelling approaches	7
Field pilot study of porous asphalt pavement reinforced by cured carbon fibre composite materials (CCFCMs)	7
Characterisation of rheological properties of sulfur-extended asphalt with/without crumb rubber	7
Investigation on self-healing performance of asphalt mixture containing microcapsules and survival behaviour of microcapsules	7
Dynamic behaviour of pavement on a two-parameter viscoelastic foundation subjected to loads moving with variable speeds	7
Performance of subgrade soil stabilised with by-product recycled mill scale and cementitous materials	7
Modelling rheological characteristics of rejuvenated aged bitumen	7
Hydraulic characteristics of stabilised expansive subgrade soils in road pavements	7
Laboratory performance of recycled polyethylene modified epoxy asphalt binders	7
Asphalt mixture force chains morphological characteristics and bearing capacities investigation using discrete element method	7
Investigating the performance of polymer and warm mix modified asphalt binders and mixtures	7
Potential use of waste rice husk ash for concrete paving blocks: strength, durability, and run-off properties	7
Study on PQI standard for comprehensive maintenance of asphalt pavement based on full-cycle	7
Impact analysis of traffic loading on pavement performance using support vector regression model	7
Effect of aggregate structure on load-carrying capacity and deformation resistance of porous asphalt concrete based on discrete-element modelling	7
Evaluation of mechanical properties and structural behaviour of concrete pavements produced with virgin and recycled aggregates: an experimental and numerical study	7
Investigation on rheological characteristics of low-emissions crumb rubber modified asphalt	7
Three indexes to characterise crushing and screening of reclaimed asphalt pavement	6
Evaluation of shortwave and longwave radiation models for mechanistic-empirical pavement analysis	6
A simplified skid resistance predicting model for a freeway network to be used in a pavement management system	6
Evaluation of strength properties of oil-contaminated sands upon stabilisation with laterite soil	6
Wood bioash effect as lime replacement in the stabilisation of different clay subgrades	6
Research on response of temperature change to pavement structure layer based on micromechanics	6
Estimating pavement roughness using a low-cost depth camera	6
Application of electric arc furnace slag for stabilisation of different tropical soils	6
A review and sequel experimental analysis on physical and mechanical properties of permeable concrete for pavement construction	6
3-Dimensional finite element modelling of asphalt mixtures for thermal conductivity determination	6
Multi-directional Falling Weight Deflectometer (FWD) testing and quantification of the effective modulus of subgrade reaction for concrete roads	6
The phenomenon of bitumen ‘bee' structures – bulk or surface layer – a closer look	6
Coupled effects of ageing and moisture on the fracture properties of Permeable Friction Courses (PFC)	6
Predicting the laboratory rutting response of asphalt mixtures using different neural network algorithms	6
Characterisation of the climatic temperature variations in the design of rigid pavements	6
Environmental performance evaluation of warm mix asphalt with recycled concrete aggregate for road pavements	6
Assessment of methods to select optimum doses of rejuvenators for asphalt mixtures with high RAP content	6
Urban pedestrian stone pavements: measuring functional and safety requirements	6
Effects of crude oil on the performances of hard asphalt and its mixtures	6
Effect of filler on performance of porous asphalt pavement using multiscale finite element method	6
Development of framework for performance prediction of flexible road pavement in Nigeria using Fuzzy logic theory	6
Evaluating interaction of fibre reinforcement mechanism with mesostructure of asphalt concrete	6
Shakedown of asphalt pavements considering temperature effect	6
Analytic pavement modelling with a fragmented layer	6
Incorporating phase change materials in asphalt pavements to melt snow and ice	6
Application of bond strength concept to study the self-healing properties of bituminous mastic	6
Evolution characteristics of crack and energy of low-grade highway under impact load	6
Polymer modified asphalt binder – an approach for enhancing temperature sensitivity for emergency pavement repair	6
Study on effect of thermal, oxidative and ultraviolet coupled aging on rheological properties of asphalt binder and their contribution rates	6
Prediction of flexible pavement 3-D finite element responses using Bayesian neural networks	6
Stress distributions in the textures of prefabricated pavement surface created with the assistance of 3D printing technology	6
Effects of ageing on the damage tolerance of polymer modified bitumens investigated through the LAS test and fluorescence microscopy	6
Validating the practicality of utilising an image classifier developed using TensorFlow framework in collecting corrugation data from gravel roads	6
Evaluating the evolution of fiber-reinforced emulsified asphalt cold-recycled mixture damage using digital image correlation	6
Influence of freezing and thawing on drainage behaviour for porous asphalt pavement based on molecular dynamics simulation	6