International Journal of Pavement Engineering

Article	Citations
Evaluation of machine learning approach for base and subgrade layer temperature prediction at various depths in the presence of insulation layers	67
Experimental study on the influence of subgrade moisture content on compaction quality control indexes	64
Laboratory evaluation of the effect of cement concrete overlays on the existing asphalt concrete pavement with different degrees of bonding	50
Resistance of some outdoor pavements to destructive combined effects in cold regions	49
Cracking behaviour of concrete with superabsorbent polymer (SAP) under rolling fatigue load and temperature coupling	43
Utilisation of aged and unaged basic oxygen furnace steel slag aggregates in pavement quality concrete	41
Reliability assessment of compressive and splitting tensile strength prediction of roller compacted concrete pavement: introducing MARS-GOA-MCS	36
Study on the effect of acid rain erosion on the adhesion properties of asphalt-aggregate interface	36
A phase field model for damage in asphalt concrete	35
A review of advanced pavement distress evaluation techniques using unmanned aerial vehicles	34
Condition assessment of rigid pavement using terrestrial laser scanner observations	33
Assessing the effect of short and long-term aging on moisture damage of hot mix asphalt using two different methods	32
Prediction of asphalt concrete flexibility index and rut depth utilising deep learning and Monte Carlo Dropout simulation	30
Effect of maleic anhydride grafted and gamma-irradiated waste polypropylene on rheological properties of asphalt binder	30
Asphalt mortar design method and its rationality verification in cross-scale prediction	27
Reliability analysis of flexible pavements based on the quantile-value method	27
A reliable approach for classifying metakaolin content of high-Performance concrete via machine learning algorithm	27
An integrated machine learning model for automatic road crack detection and classification in urban areas	27
Enhancing concrete pavement performance using refuse derived fuel fly ash as a sustainable cementitious material	27
Generalised Kelvin contact models for DEM modelling of asphalt mixtures	26
Preparation methodology and performance of methyl methacrylate modified unsaturated polyester resin mortar for thin layer repair	25
Impact resistance study of lime slag–stabilised steel slag mixes	24
Comparison of hydrated lime, paraffin wax and low-density polyethylene modified bituminous binders: a perspective of adhesion and moisture damage	24
A sensitivity analysis on the simulated measurements of traffic speed deflection devices	23
Silty soil resilient modulus stabilised with cement and recycled aggregate	23

Epoxy-ended hyperbranched polymer-grafted graphene oxide for cold-mixed epoxy asphalt modification	23
Laboratory assessment of the impact of modified asphalt binder on mechanical properties of grouted macadam mixtures under various performance conditions	22
Selection of suitable backcalculation technique and prediction of laboratory resilient modulus from NDT devices	22
Strength and durability of high-performance preplaced aggregate concrete for rapid pavement repair	22
Aggregate size characterisation and porosity analysis of granular mixtures	22
Prediction of blow-up for jointed concrete pavement	21
A mechanistic perspective for airfield pavements evaluation focusing on the asphalt layers’ behaviour	21
Estimating pavement roughness using a low-cost depth camera	21
Rutting-resistance investigation of amorphous carbon powder modified binder and asphalt mixture containing siliceous aggregates	21
Development of design procedure for interlocking concrete block pavement	21
Design of flexible pavement thickness using stabilized high plastic soil by means of fly ash-based geopolymer	21
An automatic pothole detection algorithm using pavement 3D data	20
Aging sensitivity of recycled binder blends based on assessment of rheological, chemical, and nano-mechanical properties	20
Experimental studies on pavement quality geopolymer-based concrete (PQGPC) for high-volume roads: a sustainable infrastructure	20
Laboratory test study on moisture migration and structural damage evolution of frozen unsaturated red clay	20
Appraising annual post-maintenance functional performance of asphalt roadway based on causal inference approach	19
Qualitative assessment of Traffic Speed Deflectometer data collection practice	19
A novel approach to assess internal pore structure and quantify tortuosity of clogged pervious concrete through image analysis techniques	19
Influence of coarse aggregate morphology on the mechanical characteristics of skeleton in porous asphalt concrete	18
Comparative analysis of non-standardised aging methods for asphalt binder against standard laboratory aging and natural field aging	18
Estimation of IRI from PASER using ANN based on k-means and fuzzy c-means clustering techniques: a case study	18
The behavior of permeable interlocking concrete pavement under different rainfall intensities and design conditions	17
Environmental performance evaluation of warm mix asphalt with recycled concrete aggregate for road pavements	17
Assessment and mechanism of antioxidant activity of phenols as asphalt antioxidants	16
Autonomous trucks’ (ATs) lateral distribution and asphalt pavement performance	16
Influence of bitumen foam characteristics on moisture susceptibility of foamed bitumen stabilised mixes	16
Effect of ultraviolet radiation on dielectric properties of asphalt mixture	16
Low-temperature self-healing of SBS-modified asphalt mixtures via acoustic emission and semicircular bending tests	16
Enhanced pavement crack segmentation with minimal labeled data: a triplet attention teacher-student framework	15
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	15
Debonding of rubberised fibre-reinforced cement-based repairs under fatigue loading: experimental study and numerical modelling	15
Estimation of permanent deformation behaviour of crushed waste rocks using multistage repeated load triaxial and CBR tests	15
Asphalt concrete crack propagation parameters from XFEM modelling of the Texas Overlay Test	15
Ravelling susceptibility of porous asphalt pavement in salt environments using multi-scale modelling analysis	15
Strength and toughness attenuation mechanism of biobased cold-mixed epoxy asphalt under freeze–thaw cycles	15
Performance of anti-icing stone mastic asphalt: laboratory and field investigation	15
Analysis of LVE behaviour and fatigue damage evolution of asphalt pavements with different interface conditions in an accelerated full-scale experiment	15
Micromechanics approach to calculate the adsorbed asphalt film thickness on mineral fillers and evaluate physiochemical interactions	15
A prediction model of the friction coefficient of asphalt pavement considering traffic volume and road surface characteristics	14
Tire wastes and durability: the influence of crumb rubber and recycled steel fibre on properties of roller compacted concrete	14
Experimental measurements of the moisture diffusion and strength damage mechanism of dense asphalt mixtures	14
Aggregate packing characterisation of cold recycled mixtures	14
Incorporating decision makers’ attitudes towards risk and opportunity into network-level pavement maintenance optimisation	14
Investigation into the modification mechanism and performance assessment of waste battery powder modified bitumen	14
Study into the effect of designing parameters of asphalt mixture on its resistance to ageing phenomenon	14
Monte Carlo simulations of deformation behaviour of unbound granular materials based on a real aggregate library	14
A spatial-statistical model to analyse historical rutting data	14
Study on mechanical properties and microscopic mechanism of fibre-modified subgrade soil under freeze–thaw cycles	14
An economic approach to road condition assessment using road user feedback: A new model and its application	13
Enhancement of mechanical and rheological properties of epoxy-recycled asphalt binders through SBS/CR composite modification	13

Clogging characteristics and recovery effects of porous asphalt concrete with different gradations	13
Deep learning-based predictive models for pavement patching and manholes evaluation	13
Investigation of graphite tailings as a substitute for filler in asphalt mastics	13
Workability and strength optimisation of concrete utilising artificial sand blended with natural sand for road pavement	13
Deep-learning based non-contact method for assessing pavement skid resistance using 3D laser imaging technology	13
Mechanical, anti-icing and de-icing performance of porous asphalt mixture containing chloride-based particle	13
Accelerated evaluation of membranes for pavement structures on orthotropic steel bridge decks	12
Study on the performance of tunnel warm-mix flame retardant asphalt based on macro and micro perspectives	12
Collective influence of autonomous trucks and climate change on asphalt concrete pavement performance	12
Waste tyres crumb rubber as a sustainability enhancer for polymer-modified and hybrid polymer-modified bitumen	12
A U-Net-like full convolutional pavement crack segmentation network based on multi-layer feature fusion	12
Strong interlocking skeleton gradation design and performance evaluation of cement-stabilised crushed gravel via vertical vibration test method	12
A simplified skid resistance predicting model for a freeway network to be used in a pavement management system	12
Effect of glass fibers and waste engine oil on the properties of RAP asphalt concretes	12
Expansion of Si-SARA method utilising non-specialised instruments for multi-factorial asphaltene precipitation analysis	12
Intelligent detection of airport pavement subtle crack based on one-stage anchor-free deep neural network	12
Modelling of pavement performance evolution considering uncertainty and interpretability: a machine learning based framework	12
Predicting the dynamic modulus of asphalt mixture using hybridized artificial neural network and grey wolf optimizer	11
ASR performance of concrete at external alkali supply – effects of aggregate mixtures and blended cement	11
Performance evaluation of asphalt binders modified with waste engine oil and various additives	11
Temperature dependency analysis of the fracture characteristics of semi-flexible pavement (SFP) mixtures using acoustic emission technique	11
Influence of initial state and residual stresses on the modulus-density relationship of geomaterials: insights from multiple experimental setups	11
Extension of the Boussinesq’s equation to reflect the actual changes in vertical stresses in geomaterials using LWD loading	11
Evaluating the low-temperature creep properties of polyphosphoric acid-polymer composite-modified asphalt	11
Optimisation of composite asphalt mixture involving glass fibre and nano clay based on central composite design	11
Assessing permanent deformation potential of asphalt mixtures based on viscoelastic characteristics	11
Evaluating engineered cementitious composite for fatigue resistance in pavement applications	11
Asphalt-related temperature correction of deflections measured in central FWD tests on a concrete-over-asphalt composite pavement	11
Graph neural network-based 3D asphalt concrete pavement response modelling	11
Study on fracture behaviour of basalt fibre reinforced asphalt concrete with plastic coupled cohesive model and enhanced virtual crack closure technique model	11
Three indexes to characterise crushing and screening of reclaimed asphalt pavement	11
Investigation on blending characteristics in asphalt mixtures with recycled asphalt and waste cooking oil as rejuvenator	11
Real-time data sensing and digital twin model development for pavement material mixing: enhancing workability and optimisation	11
Field investigation of early-age behaviour of continuously reinforced concrete pavement with semi-rigid base	10
A 3D Slab-Based Methodology to predict end of life for concrete pavements	10
Automatic pavement crack detection based on single stage salient-instance segmentation and concatenated feature pyramid network	10
Chemical and rheological characterisation of in-situ SBS modified asphalt pavement considering the effect of aging gradient	10
Innovative use of nanomaterials for improving performance of asphalt binder and asphaltic concrete: a state-of-the-art review	10
Analysing the potential use of a low-grade magnesium carbonate by-product as a filler in hot asphalt mixtures	10
Effects of aging behavior on the adhesion and low-temperature performance of surfactant-crumb rubber modified asphalt binder	10
Stabilisation of demolition materials for pavement base layer applications using bagasse ash geopolymer	10
Investigation on rheological characteristics of low-emissions crumb rubber modified asphalt	10
Asphalt mixture force chains morphological characteristics and bearing capacities investigation using discrete element method	10
Field implementation of cellulose nanocrystals (CNC) in concrete pavement test track	10
Evaluation of mechanical properties and structural behaviour of concrete pavements produced with virgin and recycled aggregates: an experimental and numerical study	10
Optimisation of pervious concrete performance by varying aggregate shape, size, aggregate-to-cement ratio, and compaction effort by using the Taguchi method	10
Numerical investigation on the behaviour of the high-strength ring strengthened dowel connection under vertical load	10
Reduction of critical positive temperature gradients in jointed plain concrete pavements	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
Condition assessment of cycle path texture and evenness using a bicycle measurement trailer	10
Mesostructural evolution of fine-aggregate bitumen emulsion–cement composites by X-ray tomography	10
Image processing-based classification of pavement fatigue severity using extremely randomized trees, deep neural network, and convolutional neural network	9
Laboratory simulation of frost on a pavement column inside a freezer under a controlled environment	9
The effect of joint properties on interlocking block pavement performance	9
Life cycle assessment of lightweight cellular concrete subbase pavements in Canada	9
Full-scale validation of a mechanistic model for asphalt grid reinforcement	9
Laboratory performance of recycled polyethylene modified epoxy asphalt binders	9
Effect of environmental factors on mechanical properties and damage characteristics of mine overburden used in subgrade	9
Shape quantification of volcanic cinders and the influence of particle shape indexes on accumulation characteristics	9
Rutting behaviour of cold bitumen emulsion mix containing alternate fillers	9
Improvements to the bonding condition of ultra-thin concrete overlays for airport rigid pavements	9
Prediction of fatigue crack behaviour of carbon fibre reinforced asphalt using fracture testing and modelling of the adhesive zone CZM	9
Mechanisms associated with sulfidation gas release, desulphurisation and degradation of rubber powder in crumb rubber modified asphalt	9
Rutting characteristics evaluation and prediction model development for warm mix asphalt	9
Determination of threshold of asphalt pavement structure crack damage rate to quantify the severity of structural crack damage	9
Effect of aging and blending duration on the degree of blending and performance of recycled hot-mix asphalt (HMA)	9
Image texture analysis to evaluate the microtexture of coarse aggregates for pavement surface courses	9
Improving the fracture properties of asphalt pavements made with warm mix asphalt (WMA) using nano-molybdenum disulfide particles (NMDSP) under shear and tear deformations	9
A versatile deformation-oriented criterion for optimisation-based backcalculation of the pavement moduli and thickness	9
Tracking particle displacements in unbound aggregate layers of roadways	9
Developing methods and strategies to reduce the impact of rumble strips (RS) on pavement performance	9
Development of a temperature prediction model for asphalt pavements considering air temperature data of preceding hours	9
Prediction of pavement friction using Markov chain at the project and network levels	9
Cement-treated pavement layers incorporating construction and demolition waste and coconut fibres: a review	8
Effects of maintenance, traffic and climate condition on International Roughness Index of flexible pavement	8
Study on preparation and properties of GA/h-BN modified road petroleum asphalt based on ball milling method	8
Investigation of factors affecting bond strength of thin epoxy overlay pavements	8
Synthesising climate and traffic factors for pavement regionalisation in China	8
Preparation of chemical-physical hybrid crosslinking double network gel composite incorporated SBS modified asphalt	8
Comparative assessment of recycled concrete and recycled asphalt aggregate in pervious concrete: emphasis on strength and life cycle assessment	8

Reconsidering the strength of concrete pavements	8
Harnessing expanded polystyrene waste for sustainable construction: NBO-HDLNN approach	8
Numerical analysis on mechanical characteristics of an ultra-thin wear course in asphalt pavement: impacts of material modulus and thickness	8
Modification of MEPDG rutting model based on RIOHTrack data	8
Correction	8
Investigation of the effect of acid sludge neutralization treatment on producing a sustainable eco-friendly additive for bituminous composites	8
Climate zoning of asphalt pavement based on spatial interpolation and Fuzzy C-Means algorithm	8
Evaluation of the structural response of two in-service thin flexible pavements under heavy vehicle loading during different seasons by built-in sensors	8
Plastic strain rate in granular materials as a function of stress history: a probabilistic approach for the PBD model	8
A review on the impacts of connected vehicles on pavement management systems	8
Assessment of various polymeric sulphur as soft bitumen improver for pavement applications	8
Investigating the influence of fine RAP on bituminous mixtures at the mastic scale: viscoelastic analyses and micromechanical modelling	8
Enhancement of highly expansive subgrade with metabentonite and nano-waste additive-based geopolymers	8
Automatic pavement crack detection using multimodal features fusion deep neural network	8
Investigation of rutting performance of asphalt mixture and pavements based on mesostructured finite element simulation	8
Poroelastic modeling of pore pressure development in granular pavement layers	8
Analysing Witczak 1-37A, Witczak 1-40D and Modified Hirsch Models for asphalt dynamic modulus prediction using global sensitivity analysis	7
Estimating the impact of automated truck platoons on asphalt pavement’s fatigue life using artificial neural networks	7
Pavement maintenance and rehabilitation budget allocation considering multiple objectives and multiple stakeholders	7
Effect of nonlinear stress-dependency and cross-anisotropy on the backcalculation outputs from the TSD deflection slopes and the effect on estimated pavement performance	7
Rutting performance of cement-treated base and hot mix asphalt layer in flexible pavements containing recycled concrete aggregates	7
Development of temperature differential maps for rigid pavements in tropical climates for quick estimation of thermal stresses	7
The potential of solid waste as a viable replacement for quartz sand in the ultra-high performance concrete: a comprehensive review	7
Characteristics of compressive stress around dowel joint in concrete pavement system	7
Optimising waste cooking oil and waste engine oil as rejuvenators: a comprehensive study on recycled mixtures	7
Exploring the role of extreme thermal conditions and freeze–thaw cycling on crack growth resistance of WMA mixes: an analytical and statistical analysis	7
Effect of void ratio and rubber particles on the noise reduction mechanism and comprehensive performance of porous elastic road surface	7
Pyrolysis kinetics and pyrolysis-generated VOC emissions characteristics of thermally aged asphalt	7
Sustainable cement alternatives utilizing geopolymer for use in full depth reclamation of asphalt pavements	7
Effect of air voids on the fracture resistance of HMA in the indirect tensile cracking (IDEAL-CT) test	7
Investigation of rheological properties and modification mechanism of SBS-modified asphalt with different warm mix additives	7
Automated crack segmentation on 3D asphalt surfaces with richer attention and hybrid pyramid structures	7
Prediction of flexible pavement 3-D finite element responses using Bayesian neural networks	7
A novel characterisation method for asphalt pavement structural performance assessment based on vehicle vibration data fusion	7
Improved British pendulum test using curved slider	7
Study on the effect and mechanism of oyster shell powder on asphalt	7
Evaluation of locked-wheel skid trailer and SCRIM friction measurements at NCAT test track	7
Microcapsule synthesis and evaluation on fatigue and healing of microcapsule-based asphalt by the entropy and TOPSIS method	7
Evaluation of internal structure of asphalt mixtures compacted using a virtual gyratory compactor	7
The design and performance evaluation of low-noise rubber-fibre micro-surfacing pavement	7
Enhancing jointed plain concrete pavement performance analysis through remote data collection on oversize/overweight vehicles: evaluating damage costs and reduced service life	7
Improved test method for determination of the equiviscous temperature of asphalt binders	7
Inverse engineering stress-dependent resilient moduli of cement-treated base materials in asphalt pavements using falling weight deflectometer	7
Supplementation of RHA for enhancing strength and durability of lime-treated expansive soil under challenging environmental conditions	7
Effects of clogging and cleaning on sound absorption performance of rubberized porous asphalt mixture	7
Characterisation of road base materials treated by hybrid alkali-activated binders and cationic asphalt emulsions	7
Relationship between backcalculated dynamic modulus, estimated dynamic modulus, and fatigue damage in asphalt concrete	7
3D-finite element pavement structural model for using with traffic speed deflectometers	6
ContactGAN development – prediction of tire-pavement contact stresses using a generative and transfer learning model	6
Multi-scale study on the whole process adhesion behaviour of steel slag and SBS/CR composite modified asphalt	6
Ensemble and evolutionary prediction of layers temperature in conventional and lightweight cellular concrete subbase pavements	6
Development of framework for ranking pervious concrete pavement mixtures: application of multi-criteria decision-making methods	6
From the material behaviour to the thermo-mechanical long-term response of asphalt pavements and the alteration of surface drainage due to rutting: a sensitivity study	6
Investigation of mechanical performance and voids structure of cement-stabilised macadam under freeze-thaw actions	6
Strength damage analysis on cement-and-fly ash-treated organic soils subjected to freeze–thaw cycles	6
Effects of aging on rheological, chemical, and micromechanical properties of waterborne epoxy resin modified bitumen emulsion	6
The effects of subsidy policy on sustainable pavement maintenance programming	6
Asphalt pavement crack detection based on infrared thermography and deep learning	6
Evaluation of long-term effects of isothermal conditioning of binders recovered and stabilised from bitumen emulsion	6
Computational analysis of ice formation on asphalt pavement incorporating phase change material (PCM)	6
Influence of aggregate gradation and compaction on compressive strength and porosity characteristics of pervious concrete	6
Laboratory investigation on the properties of warm mixing-recycled asphalt containing waste oil and plastics	6
Exploring potential of Marshall-RT as simple performance test to evaluate rutting resistance of asphalt mixtures	6
Enhancement of low temperature crack resistance of warm mix asphalt with plastic waste derived additive synthesised by co-pyrolysis method	6
A framework for predicting top-down crack initiation and growth for flexible pavements	6
Identification, classification and selection of warm mix additives based on workability, chemical and performance characteristics	6
Improved micromechanics model for piezoresistive polymethyl methacrylate modified with carbon nanotubes: considering the effect of mineral fillers	6
In-situ spot test measurements and ICMVs for asphalt pavement: lack of correlations and the effect of underlying support	6
Parametric analysis of a dowelled construction joint for rigid aircraft pavement load transfer using finite element methods	6
Analysis of aircraft skidding potential on rapid exit taxiways	6
Comparative life-cycle cost analysis of flexible and rigid pavement: a case study of four Arkansas roadway sections	6
Effect of dry-wet cycles on mechanical properties of polyurethane porous mixture	6
Colour pervious concrete pavements applied to bikeway track: mechanical, hydraulic and functional performances	6
Research progress of bitumen bee structure based on atomic force microscopy: a literature review	6
Impact resistance of concrete pavement surface reinforced with fibre mesh	6
An enhanced method for analyzing flow number test data of asphalt mixtures	6
Performance of plant-produced asphalt mixtures for balanced mix design implementation	6
Investigation on the compaction process of steel bridge deck pavement based on DEM-FEM coupling model	6
Estimation of the pavement skid resistance by automated vehicle based on one-dimensional convolutional neural network	6
Improvement strategies of cement concrete pavement structure on part-fill and part-cut subgrade	6
Mixing carbon nanotubes with asphalt binder through a foaming process toward high-performance warm mix asphalt (WMA)	6
Performance attenuation and mechanism of basalt-fibre-reinforced concrete under fatigue load and freeze–thaw cycles	6
Intelligent optimisation of an ultra-high-performance concrete (UHPC) multi-objective mixture ratio based on particle swarm optimisation	6
Application of infrared thermal images for sinkhole detection with time-series and time-difference index data through a convolution neural network	6
Prediction of the skid-resistance deterioration in asphalt pavement based on peephole–LSTM neural network	6
Construction quality impact in asphalt pavements cost: a framework based on air voids, linear viscoelastic and fatigue behaviour	6
Peridynamic modeling of early-age cracking behaviour in continuously reinforced concrete pavement	6
Performance of basalt fibre reinforced concrete and resistance to shrinkage, cracking, and fatigue	6
Fatigue behaviour of rock asphalt concrete considering moisture, high-temperature, and stress level	6
Use of X-ray computed tomography to evaluate the gradual behaviour of air voids in asphalt mixtures during permanent deformation	6
Study on thermal resistance efficiency of open-graded frictional course pavements based on a laboratory simulated test	6
The influence of Multi-Layer Plastic Packaging (MPP) on the high-temperature performance of asphalt binders and mixtures using wet and dry mixing methods	6
Carbon nanotubes for improving rheological and chemical properties of styrene–butadiene–styrene modified asphalt binder	6
Investigation on the oxidation aging resistance of asphalt by rejuvenator-loaded porous CaCO 3 microparticles	6
Gravel road classification based on loose gravel using transfer learning	6