Journal of Computing in Civil Engineering

Article	Citations
Rapid Visual Screening of Buildings for Potential Seismic Hazards: Automated Deep-Learning Classification Approach	84
Detecting Internal Erosion in Earth Dams: Frequency-Domain Analysis with Mel Spectrograms and Convolutional Autoencoders	70
Exploiting BIM Objects for Synthetic Data Generation toward Indoor Point Cloud Classification Using Deep Learning	61
An Efficient Three-Dimensional Point Cloud Segmentation Method for the Dimensional Quality Assessment of Precast Concrete Components Utilizing Multiview Information Fusion	55
Quantifying the Value of Satellite-Based Pavement Monitoring in Partially Observable Stochastic Environments	53
A Novel Approach for Advancing Asphalt Pavement Temperature and Flow Number Predictions Using Optical Microscope Algorithm–Least Square Moment Balanced Machine	43
Urban-Level Data Interoperability for Management of Building and Civil Infrastructure Systems during the Disaster Phases Using Model View Definitions	43
Robotic Inspection of Underground Utilities for Construction Survey Using a Ground Penetrating Radar	42
Camera Pose Refinement for Precise BIM Alignment in Mixed Reality Visualization	42
Railway-Fastener Point Cloud Segmentation and Damage Quantification Based on Deep Learning and Synthetic Data Augmentation	38
Encoding 3D Point Contexts for Self-Supervised Spall Classification Using 3D Bridge Point Clouds	37
Multiobjective Optimization of Reality Capture Plans for Computer Vision–Driven Construction Monitoring with Camera-Equipped UAVs	37
Deep Learning-Based RGB-D Fusion for Multimodal Condition Assessment of Civil Infrastructure	35
Smart Video Analytics Solution to Identify Urban Floodborne Objects	34
Multimodal Fusion of Ground-Penetrating Radar Signals and Images for Tunnel Lining Defects Detection	33
Improving IFC-Based Interoperability between BIM and BEM Using Invariant Signatures of HVAC Objects	31
Perception-Aware Tag Placement Planning for Robust Localization of UAVs in Indoor Construction Environments	31
Deep Learning–Based Building Attribute Estimation from Google Street View Images for Flood Risk Assessment Using Feature Fusion and Task Relation Encoding	31
Vision-Based Real-Time Posture Tracking for Multiple Construction Workers	30
Novel Optical-Inspired Rain Forest for the Explainable Prediction of Geopolymer Concrete Compressive Strength	30
Research on a BIM Model Quality Compliance Checking Method Based on a Knowledge Graph	29
An Attention-Based Constrained Diffusion Model for Accessible Floor Plan Generation	29
Optimized Lightweight Edge Computing Platform for UAV-Assisted Detection of Concrete Deterioration beneath Bridge Decks	29
Content-Based Image Retrieval for Construction Site Images: Leveraging Deep Learning–Based Object Detection	27
Variance Analysis on Regression Models for Estimating Labor Costs of Prefabricated Components	26

Training Deep Learning Segmentation Models Using Super-Resolution Crack Images for Detection of Thin Concrete Cracks	26
Unsupervised Domain Adaptation for Crack Segmentation via Cross-Domain Stylization and Dual Adversarial Feature Learning	26
Digitization of Existing Buildings with Arbitrary Shaped Spaces from Point Clouds	26
Method for Using Information Models and Queries to Connect HVAC Analytics and Data	25
BSCS-Net: A Lightweight Segmentation Network for Automated Bridge Surface Crack Detection	24
Real-Time Monitoring of Mobile Construction Resources Based on Multiple Object Tracking	24
Feature Extraction–Based Prediction Models for Newmark Sliding Displacement of Slopes	24
A Dual-Domain Deep Convolutional Variational Autoencoder Framework for Unsupervised Structural Health Monitoring Using Vision-Based Vibration Analysis	24
Intelligent Time Series Prediction of Harmful Gas Concentrations during Underground Cavern Construction: Integrated Construction and Geological Factors	24
Rapid Prediction of Regional Thermal Environment Parameters: A Method Based on Numerical Solution and Machine Learning Extension	24
Real-Time Model Updating for Prediction and Assessment of Under-Construction Shield Tunnel Induced Ground Settlement in Complex Strata	24
Improving Occupant Thermal Comfort through Personalized Space Recommendation	23
Automating Building Damage Reconnaissance to Optimize Drone Mission Planning for Disaster Response	23
Real-Time Prediction of TBM Response Parameters Based on Temporal Convolutional Network	22
Unsupervised Data Anomaly Detection Based on Spatio-Temporal Sparse Integration Framework	22
Pixel-Level Detection of Cracks Based on Loop Semantic Diffusion Integration	22
Segmentation of Semisupervised Bridge and Road Defects Based on Joint Consistency Regularization in Spatial and Frequency Domains	21
Stiffness-Embedded GNN Model for Structural Component Importance Analysis	21
Enhanced Semantic Recognition of Architectural Floor Plan Recognition Using CLIP and Advanced Sampling Strategy	20
Facilitating Knowledge Transfer during Code Compliance Checking Using Conceptual Graphs	20
An Integrated Real-Time Approach to Mitigate Noncompliant Behavior in Mobile Crane Lifting Operations	20
Development of a Car-Free Street Mapping Model Using an Integrated System with Unmanned Aerial Vehicles, Aerial Mapping Cameras, and a Deep Learning Algorithm	20
Automated and Fast Point Cloud Labeling Method for Training Data Augmentation Using Scan-versus-BIM Approach	20
Digitalized and User-Centered System for Construction Site Layout Planning and Assessment	20
Topological Data Analysis for Railway Track Geometry Safety and Maintenance	19
Cost Estimation of Metro Construction Projects Using Interpretable Machine Learning	19
Wavelet-Based Diffusion Model for Low-Light Image Enhancement under Nonuniform Illumination in Tunnel Environments	19
Crack Assessment Using Cascade Mask R-CNN and Dilation–Erosion Processing Technique	18
Bridging the Reality Gap in Digital Twins with Context-Aware, Physics-Guided Deep Learning	18
UMDA: Lightweight and Efficient Crack Segmentation Model	18
TRCN100, High-Resolution Gridded Curve Numbers of Türkiye to Use in Hydrological Models	18
Adaptive Information Filtering Method Based on Sensitivity Analysis for Bayesian Updating	18
B-EagleV: Visualization of Big Point Cloud Datasets in Civil Engineering Using a Distributed Computing Solution	18
Physical Distancing Analytics for Construction Planning Using 4D BIM	17
Multilabel Sewer Pipe Defect Recognition with Mask Attention Feature Enhancement and Label Correlation Learning	17
A GAN-Augmented CNN Approach for Automated Roadside Safety Assessment of Rural Roadways	17
Lightweight Cascade Algorithm for Concrete Crack Detection with Enhanced SSD Techniques	17
DfMA-Oriented Optimal Design for Curved Wooden Keels Based on Multiobjective Optimization and BIM	16
Vision-Based Productivity Monitoring of Tower Crane Operations during Curtain Wall Installation Using a Database-Free Approach	16
Estimation of Soil Water Characteristic Curve Using Machine-Learning Algorithms and Its Application in Embankment Response	16
Deep Learning–Based Analytics of Multisource Heterogeneous Bridge Data for Enhanced Data-Driven Bridge Deterioration Prediction	16
Predicting Max Scour Depths near Two-Pier Groups Using Ensemble Machine-Learning Models and Visualizing Feature Importance with Partial Dependence Plots and SHAP	15
Development of a Machine Learning–Based Tool to Predict Asphalt Concrete Overlay Performance in Hot and Humid Climates	15
Subsurface Object 3D Modeling Based on Ground Penetration Radar Using Deep Neural Network	15
Engineering AI Trustworthiness: A Framework of Civil Engineering Ethics and Explainable AI to Build AI Bridges from Research to Practice	15
Discussion of “An Intelligent Cloud-Based IoT-Enabled Multimodal Edge Sensing Device for Automated, Real-Time, Comprehensive, and Standardized Water Quality Monitoring and Assessment Process Using Mul	15
A Prompting Framework for GPT-Based Twitter/X User Classification in the Context of Disasters	14
A Case Study on Multilane Roundabout Capacity Evaluation Using Computer Vision and Deep Learning	14
Automated Human Use Mapping of Social Infrastructure by Deep Learning Methods Applied to Smart City Camera Systems	14
Superpoint Transformer–Based Bridge Component Recognition Using UAV-Mounted LiDAR and Synthetic Point Cloud Generation	14

Development of a Fuzzy Logic Controller for Autonomous Navigation of Building Inspection Robots in Unknown Environments	14
Transformer Hypernetworks for Complex Structural Representation	14
Connected Car-Based Pavement Roughness Prediction Using CNN Model and Signal Decomposition Technique	14
Introducing Data Papers: A New Article Type in the Journal of Computing in Civil Engineering	14
Efficient Track Irregularity Prediction Using TimeGAN and BLS-SVR	14
Semiautomatic IFC-Based BIM Reconstruction for As-Designed Bridges from 2D Plans Leveraging Semantic Segmentation and Enrichment	13
Unified Breakdown Structure for Information Integration to Enhance Interoperability in the Built Environment	13
BrIMs-Based 3D Semantic Segmentation of Bridge Components Leveraging Multisensor Fusion	13
Style-Controlled Image Synthesis of Concrete Damages Based on Fusion of Convolutional Encoder and Attention-Enhanced Conditional Generative Adversarial Network	12
Digital Twin for Monitoring In-Service Performance of Post-Tensioned Self-Centering Cross-Laminated Timber Shear Walls	12
An Efficient Explainable Convolutional Network with Visualization of Feature Maps for Enhanced Understanding of Building Facade Defects	12
Reviewers	12
JCNet-Based Multidistress and Surface Feature Detection in Pavement Images at Pixel Level	12
Automated Identification and Numbering of Brick in Orthoimages of Ancient City Walls with Settlement	12
A Hybrid BIM-Fuzzy Model for Enhanced Assessment of Building Element Conditions	11
Digitalizing Road Maintenance: A Novel Approach for the Preparation and Integration of 2D and 3D Road Data through Image Shadow Removal and Point Cloud Densification	11
Data-Driven Deep-Learning Model for Predicting Jacking Force of Rectangular Pipe Jacking Tunnel	11
Combining Smart Construction Objects–Enabled Blockchain Oracles and Signature Techniques to Ensure Information Authentication and Integrity in Construction	11
Study of Cross-Project Prediction of Rock Mass Classification Based on Feature Fusion	11
Vector-Quantized Variational Teacher and Multimodal Collaborative Student for Crack Segmentation via Knowledge Distillation	11
Deep Learning-Based Rapid 3D Reconstruction and Spatial Localization of Leakage in Shield Tunnels	11
Extraction of Rural Buildings with Different Main Structure Types Based on a Revised U-Net Model	11
Prediction of the Sulfate Attack Resistance of Concrete Based on Machine-Learning Algorithms	10
LiDAR-Based Framework for Accurate Positioning and Robust Tracking of Multiple Construction Workers	10
Influence of Excavation Steps on the Contact Interface between Bedrock and Soil–Rock-Mixture Fillers	10
Leveraging Open-Vocabulary Object Detection in Goal-Oriented Navigation for Assessing Indoor Energy–Intensive Devices	10
Pavement Crack Segmentation Based on Synthetic Data Sets and Unsupervised Domain Adaptation	10
A Deep Learning and Vision-Based Solution for Material Volume Estimation Considering Devices’ Applications	10
Explainable Machine-Learning Leak Identification Framework for Water Distribution Networks	10
Minimizing Carbon Emission of Prefabricated Reinforced Concrete T-Beams Using BIM and Two-Stage Metaheuristic Searching	10
Sharing Linked Building Data in a Peer-to-Peer Network: ifcOWL Meets InterPlanetary File System	10
Investigation of Critical Factors for Future-Proofed Transportation Infrastructure Planning Using Topic Modeling and Association Rule Mining	10
Temporal- and Appearance-Guided Object Detection in Construction Machines Considering Out-of-Distribution Data	10
Synthetic Data Generation Techniques for Enhancing Crack Detection in Railway Concrete Sleepers	10
Automated Assessment of Public Transit Bus Stops Using Computer Vision Methods	10
Fault Diagnosis of Air Handling Units in an Auditorium Using Real Operational Labeled Data across Different Operation Modes	9
Automating Postearthquake Recovery in Construction: Leveraging BIM, Deep Learning, and Web Map Services for Efficient Solutions	9
Toward a Framework for Trust Building between Humans and Robots in the Construction Industry: A Systematic Review of Current Research and Future Directions	9
Automated Identification of Pavement Structural Distress Using State-of-the-Art Object Detection Models and Nondestructive Testing	9
Multisource Data Integration and Computer Vision Technology in Uncertainty Quantification of Live Loads	9
Operation Path Planning for Rail-Type Rebar Binding Robots Based on Improved Ant Colony Algorithm	9
3D Excavator Pose Estimation Using Projection-Based Pose Optimization for Contact-Driven Hazard Monitoring	9
Hierarchical Intersection over Union Method: A Comprehensive Evaluation for Floor Plan Vectorization	8
Assessing Daily Activity Routines Using an Unsupervised Approach in a Smart Home Environment	8
Structural Material Condition Assessment through Human-in-the-Loop Incremental Semisupervised Learning from Hyperspectral Images	8
Systematic Analysis of the Impact of Data Preprocessing Techniques on Machine-Learning Model Performance: A Case Study of a Compressive Strength Prediction Model for Geopolymer Concrete	8
Deep Learning–Based Quantitative Evaluation of the Relationship between Damage Evolution and Seismic Capacity of RC Columns	8
ANN-Powered Models for Predicting Shrinkage and Creep Properties of High-Performance Concrete Using Supplementary Cementitious Materials	7
Relative Flatness Analysis in Mobile Pavement Condition Monitoring Using Hybrid Solid-State LiDAR	7
Structural Type Identification of City-Scale Building Groups Based on Deep Learning	7
Reweighted L1 Minimization for Networkwide Weak Spot Detection from Traffic Speed Deflectometer Measurements	7
Artificial Neural Network–Based Generative Design Optimization of the Energy Performance of Florida Single-Family Houses	7
Proposed Standard Test to Evaluate Back-Support Exoskeleton Efficacy for Rebar Workers: Test Design and Initial Implementation	7
Systematic Literature Review of Competencies for Human–Robot Collaboration in Construction: A Task-Technology Fit Perspective	7
Prediction-Based Path Planning for Safe and Efficient Human–Robot Collaboration in Construction via Deep Reinforcement Learning	7
YOLO-RAPD: Enhanced YOLOv8s-Based Automated Detection of Road Assets and Pavement Distress	7
Reviewers	7
Developing a Construction Domain–Specific Artificial Intelligence Language Model for NCDOT’s CLEAR Program to Promote Organizational Innovation and Institutional Knowledge	7
Point Cloud–Based Defect Inspection with Multisensor Fusion and Deep Learning for Advancing Building Construction Quality	6
Retraction: “Object-Oriented Damage Information Modeling Concepts and Implementation for Bridge Inspection”	6
Digital Twin Approach for Drift-Free UAV Localization in GPS-Denied Environments	6
Inversion Identification of Cracks for Underground Shield Tunnel Structure Based on HHO-XFEM	6
Building “RoboAvatar”: Industry Foundation Classes–Based Digital Representation of Robots in the Built Environment	6
Two-Dimensional and Three-Dimensional CNN-Based Simultaneous Detection and Activity Classification of Construction Workers	6
Smart Contract Generation and Visualization for Construction Business Process Collaboration and Automation: Upgraded Workflow Engine	6
LiDAR-Simulated Multimodal and Self-Supervised Contrastive Digital Twin Approach for Probabilistic Point Cloud Generation of Rail Fasteners	6
Fast and Reliable Map Matching from Large-Scale Noisy Positioning Records	6
Transfer-Learning and Texture Features for Recognition of the Conditions of Construction Materials with Small Data Sets	6
Multimodal Data Fusion and Deep Learning for Predicting Air Pollution at Construction Sites	6
Pose Graph Relocalization with Deep Object Detection and BIM-Supported Object Landmark Dictionary	5
An Improved Random Forest–Based Operation Duration Prediction of Long-Distance Tunnel Construction Considering Geological Uncertainty	5
Erratum for “Autonomous Rail Rapid Transit Pavement Damage Segmentation Algorithm Based on YOLOv8s-D”	5
Vision Transformers and Pretraining for Windstorm Damage Assessment Using Internet Images	5
Constructing Invariant Signatures for AEC Objects to Support BIM-Based Analysis Automation through Object Classification	5
Seeing through Disaster Rubble in 3D with Ground-Penetrating Radar and Interactive Augmented Reality for Urban Search and Rescue	5
CMCAB: An Insertable Block for Concrete Crack Detection Based on Masked Convolution Attention	5
Intelligent Defect Diagnosis of Appearance Quality for Prefabricated Concrete Components Based on Target Detection and Multimodal Fusion Decision	5
RE-YOLO: Vehicle Detector Based on Knowledge Distillation YOLOv8 for Autonomous Driving Scenarios	5
Automated Fault Detection and Diagnosis of AHUs via Tabular-Based Methods Using Operational Data from a Large Office Building	5
Automatic Completion of Underground Utility Topologies Using Graph Convolutional Networks	5

On-Site Comprehensive Surface Quality Assessment of Prefabricated Composite Slabs Based on Colored Point Clouds	5
Res-FPN–SqueezeNet Segmentation Architecture for Enhanced Identification of Concrete Cracks within a Deep-Learning Framework	5
Neural Basis Analysis of Firefighters’ Wayfinding Performance via Functional Near-Infrared Spectroscopy	5
A Stacking Ensemble Approach for Postdisaster Building Damage Assessment	4
Bilevel Thresholding–Based Iterative Analysis for Building-Surface Damage Detection in a Postearthquake Environment	4
Pavement Distress Recognition via Wavelet-Based Clustering of Smartphone Accelerometer Data	4
Accurate Measurement of Segment Dislocation for Shield Tunnels Based on Binocular Vision Technology	4
Sequential Filling Method for Internal Holes in Road Elevation Map Based on Bilateral Filtering	4
Systemwide Planning with a Branch-and-Price Algorithm for Pavement-Marking Assessment Data Collection via the Mobile Retroreflectivity Unit Routing Model	4
Impact of VR-Based Training on Human–Robot Interaction for Remote Operating Construction Robots	4
ConvNextV2X: Road Microcrack Detection Algorithm Based on Improved Multiscale Feature Fusion	4
Genetic Algorithm and Grasshopper Optimization Algorithm with Metaoptimization and RL-Based Parameter Fine-Tuning and Their Comparison for Optimal Thermal Performance Analysis of Buildings in Tropical	4
Road Pavement Digital Twin: A Blueprint with a Case Study	4
Machine Learning Control for Floating Offshore Wind Turbine Individual Blade Pitch Control	4
Automated Geometric Inspection of Building Pipes Using RGB-D Images Captured by a Mixed Reality Device	4
Structural Deterioration Knowledge Ontology towards Physics-Informed Machine Learning for Enhanced Bridge Deterioration Prediction	4
Detecting Learning Stages within a Sensor-Based Mixed Reality Learning Environment Using Deep Learning	4
Fusion of Convolution Neural Network and Visual Transformer for Lithology Identification Using Tunnel Face Images	4
UWB and IMU Fusion Construction Worker Localization Method Based on Transformer Correction	4
Quantification and Evaluation of Roughness of Initial Support Using Terrestrial Laser Scanning	4
Using an LLM-Powered Framework for Automatic Risk Identification and Mitigation from Past Claims and Supplemental Agreements	4
Federated Smart Work Package Framework with Triplet Loss for Mental Fatigue Monitoring	4
Integrating Hydrodynamic Mechanisms and Deep Learning for Real-Time Flood Inundation Forecasting	4
Multiple Camera-Based Digital Twin Creation and Dynamic Earthquake Simulation of Historical Masonry Minarets	3
Socially Aware Shared Control Navigation for Assistive Mobile Robots in the Built Environment	3
Submodel Comparison Method Based on IFC File Content	3
Real-Time Damage Detection in Building Structures Using Model-Based Adaptive Control Approach	3
Automatic Detection of Unsafe Behaviors Resulting from the Improper Use of PPE during Human–Robot Collaboration	3
HangCon: Benchmark Data Set for Enhanced Detection of Hanging Objects in Construction Sites	3
Belief Update Modeling for AI Agents by Human-Derived Dual-Thresholds Evidence Accumulation Process	3
Identification of Fluid-Filled Inclusions of Arbitrary Quantities and Shapes in Solids from Measured Elastodynamic Responses Using CNN	3
Advanced Crack Detection in Reinforced Autoclaved Aerated Concrete Using Generative Data Augmentation and Enhanced Segmentation	3
Feature-Preserving Point Cloud Simplification Based on Adaptive Graph Filtering	3
Adapting Public Annotated Data Sets and Low-Quality Dash Cameras for Spatiotemporal Estimation of Traffic-Related Air Pollution: A Transfer-Learning Approach	3
Causality Constrained Deep Learning for Explainable Risk Analysis of Bridge Pier Settlement	3
Deep Learning–Based Named Entity Recognition and Resolution of Referential Ambiguities for Enhanced Information Extraction from Construction Safety Regulations	3
Deep-Learning Domain Adaptation to Improve Generalizability across Subjects and Contexts in Detecting Construction Workers’ Stress from Biosignals	3
Multilevel Genetic Algorithm–Based Acoustic–Elastodynamic Imaging of Coupled Fluid–Solid Media to Detect an Underground Cavity	3
Machine Learning Surrogates for Unreinforced Masonry Tensile-Strength Prediction	3
Real-Time Struck-By Hazards Detection System for Small- and Medium-Sized Construction Sites Based on Computer Vision Using Far-Field Surveillance Videos	3
Erratum for “Framework for Developing IFC-Based 3D Documentation from 2D Bridge Drawings” by Temitope Akanbi and Jiansong Zhang	3
Evaluation of the Temperature Segregation of the Asphalt Mixture Transportation Process by Intelligent Control Technology for Energy Efficient Utilization	3
An Evaluation Method of Skid Resistance Performance of Asphalt Pavement under Aeolian Sand Conditions Based on Multiscale Fractal Analysis	3
Synthetic-to-Real Domain Adaptation with Virtual Laser Scanning and Self-Training–Based Category-Aware Cuboid Mixing for Semantic Segmentation of Bridge Point Clouds	3
Monocular Vision–Enabled 3D Truck Reconstruction: A Novel Optimization Approach Based on Parametric Modeling and Graphics Rendering	3
Hybrid Data-Driven Mechanics-Based Method for Seismic Demand Estimation of Steel Moment-Resisting Frame Buildings	3
Multilabel CNN Model for Asphalt Distress Classification	3