OOIR: Observatory of International Research

Papers

(The TQCC of Journal of Transportation Engineering Part B-Pavements is 5. The table below lists those papers that are above that threshold based on CrossRef citation counts [max. 250 papers]. The publications cover those that have been published in the past four years, i.e., from 2020-11-01 to 2024-11-01.)

Article	Citations
Hybrid Approach to Incorporate Preventive Maintenance Effectiveness into Probabilistic Pavement Performance Models	34
MobileCrack: Object Classification in Asphalt Pavements Using an Adaptive Lightweight Deep Learning	30
3D Visualization of Airport Pavement Quality Based on BIM and WebGL Integration	26
Vibration Dose Value in Passenger Car and Road Roughness	26
Effectiveness of Different Categories of Rejuvenators in Recycled Asphalt Mixtures	20
Machine Learning Approach to Predict International Roughness Index Using Long-Term Pavement Performance Data	19
Recycled Concrete Aggregate as Alternative Pavement Materials: Experimental and Parametric Study	18
Correlating the Asphalt-Binder MSCR Test Results to the HMA HWTT and Field Rutting Performance	17
Assessment of Intelligent Compaction Quality Evaluation Index and Uniformity	15
Development and Use of Salt-Storage Additives in Asphalt Pavement for Anti-Icing: Literature Review	14
Network-Based Optimization System for Pavement Maintenance Using a Probabilistic Simulation-Based Genetic Algorithm Approach	14
Skeleton Filling System Evaluation Method of Asphalt Mixture Based on Compressible Packing Model	13
Detection of Asphalt Pavement Cracks Based on Vision Transformer Improved YOLO V5	13
Rheological Analysis of Modified Bitumen by PVC Based Various Recycled Plastics	13
Proposing Load Transfer Efficiency as Criterion for Repairing Longitudinal and Transverse Cracks of Asphalt Pavements	12
Development of a Pavement Evaluation Tool Using Aerial Imagery and Deep Learning	12
Comparison Analysis of Airfield Pavement Life Estimated from Different Pavement Condition Indexes	12
Influence of Mesoscopic Structural Characteristics of Asphalt Mixture on Damage Behavior of Asphalt Pavement	11
Investigating the High- and Low-Temperature Performance of Warm Crumb Rubber–Modified Bituminous Binders Using Rheological Tests	11
Decision Support Framework for Project-Level Pavement Maintenance and Rehabilitation through Integrating Life Cycle Cost Analysis and Life Cycle Assessment	11
Automatic Classification and Quantification of Basic Distresses on Urban Flexible Pavement through Convolutional Neural Networks	10
Coupled Thermomechanical Damage Behavior Analysis of Asphalt Pavements Using a 2D Mesostructure-Based Finite-Element Method	10
Impact of Skid Resistance on Dry and Wet Weather Crashes	10
Mechanical Response of Asphalt Surfaces under Moving Traffic Loads Using 3D Discrete Element Method	9
PCDNet: Seed Operation–Based Deep Learning Model for Pavement Crack Detection on 3D Asphalt Surface	9

Use of Polyurethane Precursor–Based Modifier as an Eco-Friendly Approach to Improve Performance of Asphalt	9
Flooded Pavement: Numerical Investigation of Saturation Effects on Asphalt Pavement Structures	9
RoadID: A Dedicated Deep Convolutional Neural Network for Multipavement Distress Detection	9
Evaluation of a Machine Learning Approach for Temperature Prediction in Pavement Base and Subgrade Layers in Alberta, Canada	9
Development of a New Performance Indicator to Evaluate Resistance of Asphalt Mixes to Cracking	9
Modulus Improvement Factor-Based Design Coefficients for Geogrid- and Geocell-Reinforced Bases	9
Effects of Microcapsules on Self-Healing Performance of Asphalt Materials under Different Loading Modes	9
Estimation of Vehicle Speed from Pavement Stress Responses Using Wireless Sensors	8
Microstructural and Pore Skeleton Characteristics of Pervious Concrete Containing RAP Aggregates Using X-Ray Microcomputed Tomography and Scanning Electron Microscope	8
Automated Pixel-Wise Pavement Crack Detection by Classification-Segmentation Networks	8
Influence of Different Fillers on Mechanical Properties of Porous Asphalt Mixtures Using Microstructural Finite-Element Analysis	8
Unsupervised Deep Learning for Road Crack Classification by Fusing Convolutional Neural Network and K_Means Clustering	8
Recommended Calibration Procedure of MEPDG Asphalt Rutting Model Using Repeated Load Permanent Deformation and Confined and Unconfined Dynamic Modulus Data	8
Evaluation of the Decay Characteristics of Pavement Skid Resistance Using Three-Dimensional Texture from Accelerated Abrasion Test	8
Experimental Study for Crowdsourced Ride Quality Index Estimation Using Smartphones	8
Quantifying and Incorporating the Benefits of Wicking Geotextile into Pavement Design	8
Illinois Flexibility Index Test: Effect of Specimen Geometry and Test Configuration on the Asphalt Concrete Damage Zone	8
Alternative Structure and Material Designs for Cost-Effective Perpetual Pavements in Texas	7
Design Method of Asphalt Pavement Mixture Based on Performance Balance Approach	7
Effect of Aging on Physical, Chemical, and Thermal Properties of Bitumen	7
Modeling Pavement Performance Indices in Harsh Climate Regions	7
Development of Time–Depth–Damage Functions for Flooded Flexible Pavements	7
Introducing a New Test to Examine Moisture Susceptibility at the Interface of Bitumen and Stones	7
A Multitask Fusion Network for Region-Level and Pixel-Level Pavement Distress Detection	7
Effect of Soy-Based Asphalt Rejuvenators on Asphalt Binders of Different Performance Grades	7
Mechanistic Excess Fuel Consumption of a 3D Passenger Vehicle on Rough Pavements	7
Evaluation of the Minnesota Asphalt Mixtures Based on Balanced Mix-Design Approach	7
Effect of Shear Stresses on Asphalt Pavement Performance and Evaluating Debonding Potential under Repeated Loading: Numerical Study	7
Implementation of Deep Neural Networks for Pavement Condition Index Prediction	6
Review of Applications of Artificial Intelligence Algorithms in Pavement Management	6
Evaluation of Poly 2-Hydroxyethyl Methacrylate—Modified Bitumen Aging Using NMR and FTIR Techniques	6
Application and Improvement of Discrete Finite-Element Method for Mesoscale Fracture Analysis of Asphalt Mixtures	6
Deep Learning–Based Autonomous Road Condition Assessment Leveraging Inexpensive RGB and Depth Sensors and Heterogeneous Data Fusion: Pothole Detection and Quantification	6
Highway Cross-Sectional Design and Maintenance to Minimize Hydroplaning	6
Development of a Deep Convolutional Neural Network for the Prediction of Pavement Roughness from 3D Images	6
Comparative Evaluation of Distress Prediction Modeling of Village Roads in India Using Regression and ANN Techniques	6
Investigation of Permeability Persistence of Porous Asphalt Concrete under Coupled Conditions of Clogging and Cleaning	6
Analysis of the Role of Recycled Material Agglomerations on the Location of Fracture in Asphalt Mixtures	6
Study of the Mixing between Asphalt and Rejuvenator in Hot In-Place Recycled Layer	5
Laboratory and Field Patching Performance of a Half-Warm Mix Using Waste Cooking Oil–Based Biobinder with Reclaimed Asphalt Pavement	5
Performance Evaluation of Fly Ash–Based Inverted Pavement System	5
Development of Pavement Performance and Remaining Service Life Prediction Tools for Iowa Jointed Plain Concrete Pavement Systems	5
Optimization-Based Decision-Making Approach for Incorporating the Length Constraint of Preventive Maintenance into Pavement Maintenance and Rehabilitation Planning	5
Fatigue Performance of Concrete–Polyurethane Composite Materials under Compression	5
Feasibility of Using Recycled Combined Construction and Demolition Waste for Road Base and Subbase in Fooladshahr, Isfahan Province, Iran: A Case Study	5
Investigation of Curing and Strength Characteristics of Cold-Mix Asphalt with Rice Husk Ash–Activated Fillers	5
Evaluation of Tire Rolling Resistance from Tire-Deformable Pavement Interaction Modeling	5
Study of the Durability of a Fully Permeable Asphalt Pavement Structure Based on the Accelerated Pavement Test Method under Saturated Conditions	5
Simulation on Water Flow in Permeable Pavement Influenced by Voids Decrease	5
Mechanical Behavior of Doweled Joints in Concrete Pavements: A Review	5

Relating Weather Conditions, Drivers’ Behavior, and Tire-Pavement Friction to the Analysis of Microscopic Simulated Vehicular Conflicts	5
Surface Identification of Top-Down, Bottom-Up, and Cement-Treated Reflective Cracks Using Convolutional Neural Network and Artificial Neural Networks	5
Investigation of Field Rut Depth of Asphalt Pavements Using Hamburg Wheel Tracking Test	5
Line-Structured Light Rut Detection of Asphalt Pavement with Pavement Markings Interference under Strong Light	5
Evaluating the Efficiency of SMA Mixtures Containing Crumb Rubber and WMA Additives	5
Freeze–Thaw Durability of Conventional and Novel Permeable Pavement Replacement	5
Crack Detection of Asphalt Concrete Using Combined Fracture Mechanics and Digital Image Correlation	5
Microscopic Mechanism of Direct-Input Waste Plastic Modified Asphalt	5