Computer-Aided Civil and Infrastructure Engineering

Papers
(The TQCC of Computer-Aided Civil and Infrastructure Engineering is 11. 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 2021-05-01 to 2025-05-01.)
ArticleCitations
166
Introduction142
Cover Image, Volume 38, Issue 9126
Response to discussion on “Simultaneous Optimization of 3‐D Alignments and Station Locations for Dedicated High‐Speed Railways,” Computer‐Aided Civil and Infrastructure Engineering, 37:4, March108
Cover Image, Volume 38, Issue 5104
Issue Information ‐ TOC99
Geoacoustic and geophysical data‐driven seafloor sediment classification through machine learning algorithms with property‐centered oversampling techniques98
Parallel heterogeneous data‐fusion convolutional neural networks for improved rail bridge strike detection92
Cover Image, Volume 37, Issue 1490
Using machine learning to analyze and predict construction task productivity85
Issue Information77
A dynamic neural network model for the identification of asbestos roofings in hyperspectral images covering a large regional area76
Aggregation formulation for on‐site multidepot vehicle scheduling scenario75
Cover Image, Volume 39, Issue 772
Cover Image, Volume 39, Issue 771
A structure‐oriented loss function for automated semantic segmentation of bridge point clouds64
Multi‐stage detection of warped ceiling panel using ensemble vision models for automated localization and quantification61
A hierarchical progressive recognition network for building change detection in high‐resolution remote sensing images60
Aeroelastic force prediction via temporal fusion transformers60
Vision‐based fatigue crack automatic perception and geometric updating of finite element model for welded joint in steel structures58
Deep generative Bayesian optimization for sensor placement in structural health monitoring58
Infrastructure deterioration modeling with an inhomogeneous continuous time Markov chain: A latent state approach with analytic transition probabilities58
A deep learning framework based on improved self‐supervised learning for ground‐penetrating radar tunnel lining inspection58
Genetic algorithm optimized frequency‐domain convolutional blind source separation for multiple leakage locations in water supply pipeline57
Simulation of mixed traffic with cooperative lane changes57
Tiny‐Crack‐Net: A multiscale feature fusion network with attention mechanisms for segmentation of tiny cracks57
Cover Image, Volume 39, Issue 654
An automation solution to convert CAD engineering drawings into railroad station models54
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Issue Information52
Network models for temporal data reconstruction for dam health monitoring50
Damage‐level classification considering both correlation between image and text data and confidence of attention map49
Training of construction robots using imitation learning and environmental rewards47
Intelligent design of shear wall layout based on diffusion models46
End‐to‐end generation of structural topology for complex architectural layouts with graph neural networks46
Bolt loosening assessment using ensemble vision models for automatic localization and feature extraction with target‐free perspective adaptation45
A coordinated ramp metering framework based on heterogeneous causal inference45
A 2D‐connected automated vehicle car‐following control algorithm44
An adversarial diverse deep ensemble approach for surrogate‐based traffic signal optimization44
Deep spatial‐temporal embedding for vehicle trajectory validation and refinement44
Issue Information43
Optimal route design of electric transit networks considering travel reliability43
Cover Image, Volume 39, Issue 1643
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Deep semantic segmentation for visual understanding on construction sites42
Vertical alignment optimization of mountain railways with terrain‐driven greedy algorithm improved by Monte Carlo tree search42
Indoor camera pose estimation via style‐transfer 3D models42
Issue Information ‐ TOC41
Integrating spatial and channel attention mechanisms with domain knowledge in convolutional neural networks for friction coefficient prediction41
A deep learning‐based image captioning method to automatically generate comprehensive explanations of bridge damage41
Cover Image, Volume 40, Issue 1039
Interpretable physics‐informed graph neural networks for flood forecasting39
Integrated optimization of multi‐vehicle‐type timetabling and scheduling to accommodate periodic passenger flow38
Telescopic broad Bayesian learning for big data stream38
Thermal contraction coordination behavior between unbound aggregate layer and asphalt mixture overlay based on the finite difference and discrete element coupling method38
A deep learning approach for construction vehicles fill factor estimation and bucket detection in extreme environments38
Issue Information38
Optimization of passenger flow control and parallel bus bridging in urban rail transit based on intelligent transport infrastructure38
Autoencoder‐based method to assess bridge health monitoring data quality37
Introduction37
Traffic estimation in work zones using a custom regression model and data augmentation37
Improving single‐stage activity recognition of excavators using knowledge distillation of temporal gradient data36
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Issue Information36
Issue Information35
Enhanced three‐dimensional instance segmentation using multi‐feature extracting point cloud neural network35
Cover Image, Volume 40, Issue 435
Hidden structural information reconstruction and seismic response analysis of high‐rise residential shear wall buildings with limited structural data34
Asynchronous decentralized traffic signal coordinated control in urban road network34
Damage index based on the strain‐to‐displacement relation for health monitoring of railway bridges34
An automated machine learning approach for classifying infrastructure cost data34
Fine‐grained crack segmentation for high‐resolution images via a multiscale cascaded network34
Automatic pixel‐level crack detection with multi‐scale feature fusion for slab tracks33
Machine learning–informed soil conditioning for mechanized shield tunneling33
Attention‐guided multiscale neural network for defect detection in sewer pipelines33
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Large‐scale structural health monitoring using composite recurrent neural networks and grid environments33
A rapid simplified method for determining tsunami inundation extent based on energy conservation32
Issue Information31
Heterogeneous data‐based spatiotemporal trajectory synchronization for virtual–real interactive testing31
An optimized and precise road crack segmentation network in complex scenarios31
Decentralized coordination for truck platooning31
A two‐stage recursive ray tracing algorithm to automatically identify external building objects in building information models31
Corrigendum to “control strategy for stable formation of high‐speed virtually coupled trains with disturbances and delays”31
Issue Information31
A spatiotemporal control method at isolated intersections under mixed‐autonomy traffic conditions31
Cover Image, Volume 40, Issue 230
Cover Image, Volume 40, Issue 730
Modal identification of wind turbine tower based on optimal fractional order statistical moments29
Corrigendum to “Deep spatial‐temporal embedding for vehicle trajectory validation and refinement”29
Computational generation of multiphase asphalt nanostructures using random fields28
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Automated visual surveying of vehicle heights to help measure the risk of overheight collisions using deep learning and view geometry27
A computational framework for finite element modeling of traveling loads on bridges in dynamic regime27
A simulation‐based approach for optimizing the placement of dedicated lanes for autonomous vehicles in large‐scale networks27
Characterizing zebra crossing zones using LiDAR data26
Post‐earthquake functionality assessment of subway stations considering the interdependency among sub‐systems26
Multiattribute multitask transformer framework for vision‐based structural health monitoring26
Coloring and fusing architectural sketches by combining a Y‐shaped generative adversarial network and a denoising diffusion implicit model26
A nodal‐based evolutionary optimization algorithm for frame structures25
Context‐aware trajectory prediction for autonomous driving in heterogeneous environments25
Sequential aero‐structural optimization method for efficient bridge design25
Regeneration of pavement surface textures using M‐sigmoid‐normalized generative adversarial networks25
Dynamic urban traffic rerouting with fog‐cloud reinforcement learning25
Method for calculating pressure losses in the pipelines of slurry shield tunneling based on coupled simulation of computational fluid dynamics and discrete element method24
Aftershock probabilistic seismic hazard analysis based on enhanced Bayesian network considering frequency information24
A deep reinforcement learning approach to mountain railway alignment optimization24
Implicit function‐based continuous representation for meticulous segmentation of cracks from high‐resolution images24
Seismic robustness computational methodology of community building portfolio coupled with water supply network based on probability‐cloud model24
Estimation of load for tunnel lining in elastic soil using physics‐informed neural network23
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Hybrid deep learning architecture for rail surface segmentation and surface defect detection23
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Introduction23
Best journal in the field of civil engineering23
Damage scenario analysis of bridges using crowdsourced smartphone data from passing vehicles23
Introduction22
Issue Information22
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Issue Information ‐ TOC22
Extensible prototype learning for real‐time traffic signal control21
Semi‐supervised pipe video temporal defect interval localization21
Generative adversarial network based on domain adaptation for crack segmentation in shadow environments21
Constraint‐aware optimization model for plane truss structures via single‐agent gradient descent21
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Natural language processing‐based deep transfer learning model across diverse tabular datasets for bond strength prediction of composite bars in concrete21
Issue Information21
Toward a general unsupervised novelty detection framework in structural health monitoring21
Anchor‐free arbitrary‐oriented construction vehicle detection with orientation‐aware Gaussian heatmap21
Analysis on Braess paradox and network design considering parking in the autonomous vehicle environment21
A lightweight binocular vision‐supported framework for 3D structural dynamic response monitoring20
Optimizing multiple equipment scheduling for U‐shaped automated container terminals considering loading and unloading operations20
Parallel optimization method of train scheduling and shunting at complex high‐speed railway stations20
Prestressing wire breakage monitoring using sound event detection20
Cover Image, Volume 40, Issue 1220
Issue Information19
A geometric‐identification–free mathematical model for recreating nonsymmetric horizontal railway alignments19
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Issue Information ‐ TOC19
3D convolutional neural network‐based one‐stage model for real‐time action detection in video of construction equipment19
Introduction19
Hybrid random aggregation model and Bayesian optimization‐based convolutional neural network for estimating the concrete compressive strength19
Advancing the white phase mobile traffic control paradigm to consider pedestrians19
A Gaussian sampling heuristic estimation model for developing synthetic trip sets18
Virtual reality‐based dynamic scene recreation and robot teleoperation for hazardous environments18
Cover Image, Volume 38, Issue 1618
Automated image localization to support rapid building reconnaissance in a large‐scale area18
Selection of the modeling resolution of infrastructure18
Cover Image, Volume 40, Issue 318
Informativeness‐guided active learning for deep learning–based façade defects detection18
Two algorithms for reconstructing vertical alignments exploring the neural dynamics model of Adeli and Park17
Deep learning‐based automatic detection of muck types for earth pressure balance shield tunneling in soft ground17
Collaborative optimization of intersection signals and speed guidance for buses run on overlapping route segments under connected environment17
Intelligent monitoring and evaluation for the prefabricated construction schedule17
Material augmented semantic segmentation of point clouds for building elements17
Self‐training with Bayesian neural networks and spatial priors for unsupervised domain adaptation in crack segmentation17
Deep Q‐network learning‐based active speed management under autonomous driving environments17
Theoretical analysis, simulation, and field experiment for vibration mitigation of suspender cables/hangers using the four‐wire pendulum tuned mass damper17
AI‐enabled airport runway pavement distress detection using dashcam imagery17
A method for suspenders tension identification of bridges based on the spatio‐temporal correlation between the girder strain and suspenders tension16
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Issue Information16
Severe rail wear detection with rail running band images16
Multistage semisupervised active learning framework for crack identification, segmentation, and measurement of bridges16
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A K‐Net‐based deep learning framework for automatic rock quality designation estimation16
Collaborative control of traffic signal and variable guiding lane for isolated intersection under connected and automated vehicle environment16
Cover Image, Volume 39, Issue 1016
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A hybrid metaheuristic method for optimization of active tuned mass dampers15
Encoder–decoder with pyramid region attention for pixel‐level pavement crack recognition15
Design and performance evaluation of steel beam members with plate‐type locally resonant metamaterials for vibration control15
Three‐dimensional morphological analysis of Chang'e‐5 lunar soil using deep learning‐automated segmentation on computed tomography scans15
A non‐contact identification method of overweight vehicles based on computer vision and deep learning15
Post‐disaster damage classification based on deep multi‐view image fusion15
Optimization of electric bus scheduling considering stochastic volatilities in trip travel time and energy consumption15
Damage detection for railway bridges using time‐frequency decomposition and conditional generative model15
Resilience assessment of electrified road networks subject to charging station failures15
Structure‐PoseNet for identification of dense dynamic displacement and three‐dimensional poses of structures using a monocular camera14
Equipment activity recognition and early fault detection in automated construction through a hybrid machine learning framework14
Structural performance‐based anomaly detection for velocity pulse14
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An outstanding journal for intelligent infrastructure14
Issue Information ‐ TOC14
Intention‐aware robot motion planning for safe worker–robot collaboration14
A decoupled algorithm for cable parameter identification by frequency‐ratio‐offset14
Issue Information14
A lightweight Transformer‐based neural network for large‐scale masonry arch bridge point cloud segmentation13
Mechanical state inversion method for structural performance evaluation of existing suspension bridges using 3D laser scanning13
CACAIE: The best compendium for nature‐inspired algorithms and their applications in civil engineering13
A displacement measurement methodology for deformation monitoring of long‐span arch bridges during construction based on scalable multi‐camera system13
A response‐compatible ground motion generation method using physics‐guided neural networks13
Mechanical–transport–chemical modeling of electrochemical repair methods for corrosion‐induced cracking in marine concrete13
Knowledge‐enhanced graph neural networks for construction material quantity estimation of reinforced concrete buildings13
Shovel point optimization for unmanned loader based on pile reconstruction13
Characterization of mechanical properties of shale constituent minerals using phase‐identified nanoindentation13
Issue Information13
Control strategy for stable formation of high‐speed virtually coupled trains with disturbances and delays13
Multifidelity approach for data‐driven prediction models of structural behaviors with limited data13
Response to discussion on “A Knowledge Transfer Enhanced Ensemble Approach to Predict the Shear Capacity of Reinforced Concrete Deep Beams without Stirrups,” Computer‐Aided Civil and Infrastructure En13
Cover Image, Volume 40, Issue 813
Seismic adaptive control of building structures with simultaneous sensor and damper faults based on dynamic neural network13
Automatic generation of fine‐grained traffic load spectrum via fusion of weigh‐in‐motion and vehicle spatial–temporal information12
Issue Information ‐ TOC12
Cover Image, Volume 38, Issue 1512
Self‐training approach for crack detection using synthesized crack images based on conditional generative adversarial network12
Cover Image, Volume 39, Issue 2012
A deep neural network framework for real‐time on‐site estimation of acceleration response spectra of seismic ground motions12
Component‐level point cloud completion of bridge structures using deep learning12
Underwater bridge pier morphology measurement method via refraction correction and multi‐camera calibration12
Cover Image, Volume 39, Issue 1511
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Asphalt property prediction through high‐throughput molecular dynamics simulation11
Combining transfer learning and statistical measures to predict performance of composite materials with limited data11
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Cover Image, Volume 38, Issue 411
Cover Image, Volume 39, Issue 2411
Strain measurement based on cooperative operation with different smartphones11
Ego‐planning‐guided multi‐graph convolutional network for heterogeneous agent trajectory prediction11
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Investigating the min‐cost minimum fleet problem through taxi data analysis11
Cover Image, Volume 38, Issue 211
Issue Information11
A cooperative methodology for multi‐roller automation in pavement construction considering trajectory planning and collaborative operation11
Visual–inertial structural acceleration measurement11
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