Computer-Aided Civil and Infrastructure Engineering

Article	Citations
	166
Introduction	142
Cover Image, Volume 38, Issue 9	126
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, March	108
Cover Image, Volume 38, Issue 5	104
Issue Information ‐ TOC	99
Geoacoustic and geophysical data‐driven seafloor sediment classification through machine learning algorithms with property‐centered oversampling techniques	98
Parallel heterogeneous data‐fusion convolutional neural networks for improved rail bridge strike detection	92
Cover Image, Volume 37, Issue 14	90
Using machine learning to analyze and predict construction task productivity	85
Issue Information	77
A dynamic neural network model for the identification of asbestos roofings in hyperspectral images covering a large regional area	76
Aggregation formulation for on‐site multidepot vehicle scheduling scenario	75
Cover Image, Volume 39, Issue 7	72
Cover Image, Volume 39, Issue 7	71
A structure‐oriented loss function for automated semantic segmentation of bridge point clouds	64
Multi‐stage detection of warped ceiling panel using ensemble vision models for automated localization and quantification	61
Aeroelastic force prediction via temporal fusion transformers	60
A hierarchical progressive recognition network for building change detection in high‐resolution remote sensing images	60
A deep learning framework based on improved self‐supervised learning for ground‐penetrating radar tunnel lining inspection	58
Vision‐based fatigue crack automatic perception and geometric updating of finite element model for welded joint in steel structures	58
Deep generative Bayesian optimization for sensor placement in structural health monitoring	58
Infrastructure deterioration modeling with an inhomogeneous continuous time Markov chain: A latent state approach with analytic transition probabilities	58
Tiny‐Crack‐Net: A multiscale feature fusion network with attention mechanisms for segmentation of tiny cracks	57
Genetic algorithm optimized frequency‐domain convolutional blind source separation for multiple leakage locations in water supply pipeline	57

Simulation of mixed traffic with cooperative lane changes	57
An automation solution to convert CAD engineering drawings into railroad station models	54
Cover Image, Volume 39, Issue 6	54
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Issue Information	52
Network models for temporal data reconstruction for dam health monitoring	50
Damage‐level classification considering both correlation between image and text data and confidence of attention map	49
Training of construction robots using imitation learning and environmental rewards	47
Intelligent design of shear wall layout based on diffusion models	46
End‐to‐end generation of structural topology for complex architectural layouts with graph neural networks	46
A coordinated ramp metering framework based on heterogeneous causal inference	45
Bolt loosening assessment using ensemble vision models for automatic localization and feature extraction with target‐free perspective adaptation	45
Deep spatial‐temporal embedding for vehicle trajectory validation and refinement	44
A 2D‐connected automated vehicle car‐following control algorithm	44
An adversarial diverse deep ensemble approach for surrogate‐based traffic signal optimization	44
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Issue Information	43
Optimal route design of electric transit networks considering travel reliability	43
Cover Image, Volume 39, Issue 16	43
Indoor camera pose estimation via style‐transfer 3D models	42
Deep semantic segmentation for visual understanding on construction sites	42
Vertical alignment optimization of mountain railways with terrain‐driven greedy algorithm improved by Monte Carlo tree search	42
A deep learning‐based image captioning method to automatically generate comprehensive explanations of bridge damage	41
Issue Information ‐ TOC	41
Integrating spatial and channel attention mechanisms with domain knowledge in convolutional neural networks for friction coefficient prediction	41
Interpretable physics‐informed graph neural networks for flood forecasting	39
Cover Image, Volume 40, Issue 10	39
Issue Information	38
Optimization of passenger flow control and parallel bus bridging in urban rail transit based on intelligent transport infrastructure	38
Integrated optimization of multi‐vehicle‐type timetabling and scheduling to accommodate periodic passenger flow	38
Telescopic broad Bayesian learning for big data stream	38
Thermal contraction coordination behavior between unbound aggregate layer and asphalt mixture overlay based on the finite difference and discrete element coupling method	38
A deep learning approach for construction vehicles fill factor estimation and bucket detection in extreme environments	38
Traffic estimation in work zones using a custom regression model and data augmentation	37
Autoencoder‐based method to assess bridge health monitoring data quality	37
Introduction	37
Issue Information	36
Improving single‐stage activity recognition of excavators using knowledge distillation of temporal gradient data	36
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Issue Information	35
Enhanced three‐dimensional instance segmentation using multi‐feature extracting point cloud neural network	35
Cover Image, Volume 40, Issue 4	35
An automated machine learning approach for classifying infrastructure cost data	34
Fine‐grained crack segmentation for high‐resolution images via a multiscale cascaded network	34
Hidden structural information reconstruction and seismic response analysis of high‐rise residential shear wall buildings with limited structural data	34
Asynchronous decentralized traffic signal coordinated control in urban road network	34
Damage index based on the strain‐to‐displacement relation for health monitoring of railway bridges	34
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Large‐scale structural health monitoring using composite recurrent neural networks and grid environments	33
Automatic pixel‐level crack detection with multi‐scale feature fusion for slab tracks	33

Machine learning–informed soil conditioning for mechanized shield tunneling	33
Attention‐guided multiscale neural network for defect detection in sewer pipelines	33
A rapid simplified method for determining tsunami inundation extent based on energy conservation	32
Corrigendum to “control strategy for stable formation of high‐speed virtually coupled trains with disturbances and delays”	31
Issue Information	31
A spatiotemporal control method at isolated intersections under mixed‐autonomy traffic conditions	31
Issue Information	31
Heterogeneous data‐based spatiotemporal trajectory synchronization for virtual–real interactive testing	31
An optimized and precise road crack segmentation network in complex scenarios	31
Decentralized coordination for truck platooning	31
A two‐stage recursive ray tracing algorithm to automatically identify external building objects in building information models	31
Cover Image, Volume 40, Issue 2	30
Cover Image, Volume 40, Issue 7	30
Corrigendum to “Deep spatial‐temporal embedding for vehicle trajectory validation and refinement”	29
Modal identification of wind turbine tower based on optimal fractional order statistical moments	29
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Computational generation of multiphase asphalt nanostructures using random fields	28
A simulation‐based approach for optimizing the placement of dedicated lanes for autonomous vehicles in large‐scale networks	27
Automated visual surveying of vehicle heights to help measure the risk of overheight collisions using deep learning and view geometry	27
A computational framework for finite element modeling of traveling loads on bridges in dynamic regime	27
Characterizing zebra crossing zones using LiDAR data	26
Post‐earthquake functionality assessment of subway stations considering the interdependency among sub‐systems	26
Multiattribute multitask transformer framework for vision‐based structural health monitoring	26
Coloring and fusing architectural sketches by combining a Y‐shaped generative adversarial network and a denoising diffusion implicit model	26
Regeneration of pavement surface textures using M‐sigmoid‐normalized generative adversarial networks	25
Dynamic urban traffic rerouting with fog‐cloud reinforcement learning	25
A nodal‐based evolutionary optimization algorithm for frame structures	25
Context‐aware trajectory prediction for autonomous driving in heterogeneous environments	25
Sequential aero‐structural optimization method for efficient bridge design	25
Implicit function‐based continuous representation for meticulous segmentation of cracks from high‐resolution images	24
Seismic robustness computational methodology of community building portfolio coupled with water supply network based on probability‐cloud model	24
Method for calculating pressure losses in the pipelines of slurry shield tunneling based on coupled simulation of computational fluid dynamics and discrete element method	24
Aftershock probabilistic seismic hazard analysis based on enhanced Bayesian network considering frequency information	24
A deep reinforcement learning approach to mountain railway alignment optimization	24
Best journal in the field of civil engineering	23
Damage scenario analysis of bridges using crowdsourced smartphone data from passing vehicles	23
Estimation of load for tunnel lining in elastic soil using physics‐informed neural network	23
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Hybrid deep learning architecture for rail surface segmentation and surface defect detection	23
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Introduction	23
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Issue Information ‐ TOC	22
Introduction	22
Issue Information	22
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Toward a general unsupervised novelty detection framework in structural health monitoring	21
Anchor‐free arbitrary‐oriented construction vehicle detection with orientation‐aware Gaussian heatmap	21
Analysis on Braess paradox and network design considering parking in the autonomous vehicle environment	21
Extensible prototype learning for real‐time traffic signal control	21
Semi‐supervised pipe video temporal defect interval localization	21
Generative adversarial network based on domain adaptation for crack segmentation in shadow environments	21
Constraint‐aware optimization model for plane truss structures via single‐agent gradient descent	21
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Natural language processing‐based deep transfer learning model across diverse tabular datasets for bond strength prediction of composite bars in concrete	21
Issue Information	21
Cover Image, Volume 40, Issue 12	20
A lightweight binocular vision‐supported framework for 3D structural dynamic response monitoring	20
Optimizing multiple equipment scheduling for U‐shaped automated container terminals considering loading and unloading operations	20
Parallel optimization method of train scheduling and shunting at complex high‐speed railway stations	20
Prestressing wire breakage monitoring using sound event detection	20
Introduction	19
Hybrid random aggregation model and Bayesian optimization‐based convolutional neural network for estimating the concrete compressive strength	19
Advancing the white phase mobile traffic control paradigm to consider pedestrians	19
Issue Information	19
A geometric‐identification–free mathematical model for recreating nonsymmetric horizontal railway alignments	19
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Issue Information ‐ TOC	19
3D convolutional neural network‐based one‐stage model for real‐time action detection in video of construction equipment	19
Cover Image, Volume 40, Issue 3	18
Informativeness‐guided active learning for deep learning–based façade defects detection	18
A Gaussian sampling heuristic estimation model for developing synthetic trip sets	18
Virtual reality‐based dynamic scene recreation and robot teleoperation for hazardous environments	18
Cover Image, Volume 38, Issue 16	18
Automated image localization to support rapid building reconnaissance in a large‐scale area	18
Selection of the modeling resolution of infrastructure	18
Deep Q‐network learning‐based active speed management under autonomous driving environments	17
Theoretical analysis, simulation, and field experiment for vibration mitigation of suspender cables/hangers using the four‐wire pendulum tuned mass damper	17
AI‐enabled airport runway pavement distress detection using dashcam imagery	17

Two algorithms for reconstructing vertical alignments exploring the neural dynamics model of Adeli and Park	17
Deep learning‐based automatic detection of muck types for earth pressure balance shield tunneling in soft ground	17
Collaborative optimization of intersection signals and speed guidance for buses run on overlapping route segments under connected environment	17
Intelligent monitoring and evaluation for the prefabricated construction schedule	17
Material augmented semantic segmentation of point clouds for building elements	17
Self‐training with Bayesian neural networks and spatial priors for unsupervised domain adaptation in crack segmentation	17
Collaborative control of traffic signal and variable guiding lane for isolated intersection under connected and automated vehicle environment	16
Cover Image, Volume 39, Issue 10	16
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A method for suspenders tension identification of bridges based on the spatio‐temporal correlation between the girder strain and suspenders tension	16
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Issue Information	16
Severe rail wear detection with rail running band images	16
Multistage semisupervised active learning framework for crack identification, segmentation, and measurement of bridges	16
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A K‐Net‐based deep learning framework for automatic rock quality designation estimation	16
Optimization of electric bus scheduling considering stochastic volatilities in trip travel time and energy consumption	15
Post‐disaster damage classification based on deep multi‐view image fusion	15
Resilience assessment of electrified road networks subject to charging station failures	15
Damage detection for railway bridges using time‐frequency decomposition and conditional generative model	15
Encoder–decoder with pyramid region attention for pixel‐level pavement crack recognition	15
A hybrid metaheuristic method for optimization of active tuned mass dampers	15
Design and performance evaluation of steel beam members with plate‐type locally resonant metamaterials for vibration control	15
A non‐contact identification method of overweight vehicles based on computer vision and deep learning	15
Three‐dimensional morphological analysis of Chang'e‐5 lunar soil using deep learning‐automated segmentation on computed tomography scans	15
Intention‐aware robot motion planning for safe worker–robot collaboration	14
A decoupled algorithm for cable parameter identification by frequency‐ratio‐offset	14
Issue Information	14
Structure‐PoseNet for identification of dense dynamic displacement and three‐dimensional poses of structures using a monocular camera	14
Equipment activity recognition and early fault detection in automated construction through a hybrid machine learning framework	14
Structural performance‐based anomaly detection for velocity pulse	14
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An outstanding journal for intelligent infrastructure	14
Issue Information ‐ TOC	14
Issue Information	13
Control strategy for stable formation of high‐speed virtually coupled trains with disturbances and delays	13
Multifidelity approach for data‐driven prediction models of structural behaviors with limited data	13
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 En	13
Cover Image, Volume 40, Issue 8	13
Seismic adaptive control of building structures with simultaneous sensor and damper faults based on dynamic neural network	13
A lightweight Transformer‐based neural network for large‐scale masonry arch bridge point cloud segmentation	13
Mechanical state inversion method for structural performance evaluation of existing suspension bridges using 3D laser scanning	13
CACAIE: The best compendium for nature‐inspired algorithms and their applications in civil engineering	13
A displacement measurement methodology for deformation monitoring of long‐span arch bridges during construction based on scalable multi‐camera system	13
A response‐compatible ground motion generation method using physics‐guided neural networks	13
Mechanical–transport–chemical modeling of electrochemical repair methods for corrosion‐induced cracking in marine concrete	13
Knowledge‐enhanced graph neural networks for construction material quantity estimation of reinforced concrete buildings	13
Shovel point optimization for unmanned loader based on pile reconstruction	13
Characterization of mechanical properties of shale constituent minerals using phase‐identified nanoindentation	13
A deep neural network framework for real‐time on‐site estimation of acceleration response spectra of seismic ground motions	12
Component‐level point cloud completion of bridge structures using deep learning	12
Underwater bridge pier morphology measurement method via refraction correction and multi‐camera calibration	12
Automatic generation of fine‐grained traffic load spectrum via fusion of weigh‐in‐motion and vehicle spatial–temporal information	12
Issue Information ‐ TOC	12
Cover Image, Volume 38, Issue 15	12
Self‐training approach for crack detection using synthesized crack images based on conditional generative adversarial network	12
Cover Image, Volume 39, Issue 20	12
Investigating the min‐cost minimum fleet problem through taxi data analysis	11
Cover Image, Volume 38, Issue 2	11
Issue Information	11
A cooperative methodology for multi‐roller automation in pavement construction considering trajectory planning and collaborative operation	11
Visual–inertial structural acceleration measurement	11
Cover Image, Volume 39, Issue 15	11
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Asphalt property prediction through high‐throughput molecular dynamics simulation	11
Combining transfer learning and statistical measures to predict performance of composite materials with limited data	11
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Cover Image, Volume 38, Issue 4	11
Cover Image, Volume 39, Issue 24	11
Strain measurement based on cooperative operation with different smartphones	11
Ego‐planning‐guided multi‐graph convolutional network for heterogeneous agent trajectory prediction	11
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Signal timing at an isolated intersection under mixed traffic environment with self‐organizing connected and automated vehicles	10
Issue Information ‐ TOC	10
Issue Information	10
Multiclass seismic damage detection of buildings using quantum convolutional neural network	10
Chained machine learning model for predicting load capacity and ductility of steel fiber–reinforced concrete beams	10
Pixel‐level thin crack detection on road surface using convolutional neural network for severely imbalanced data	10
A rendering‐based lightweight network for segmentation of high‐resolution crack images	10
Bayesian‐optimized unsupervised learning approach for structural damage detection	10
Characterizing asphalt mixtures with random aggregate gradations based on the three‐dimensional locally homogeneous model	10
A relaxation‐based Voronoi diagram approach for equitable resource distribution	10
Cover Image, Volume 40, Issue 6	10
A hybrid machine learning framework for wind pressure prediction on buildings with constrained sensor networks	10
Resilience assessment of urban rail transit stations considering disturbance and time‐varying passenger flow	10
Issue Information ‐ TOC	10
Noncontact deflection measurement for bridge through a multi‐UAVs system	10
Issue Information ‐ TOC	10
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Weekly line planning to improve the match between rail supply and passenger demand	10
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Augmented reality‐based method for road maintenance operators in human–robot collaborative interventions	10
A real‐time lane detection network using two‐directional separation attention	10