Computer-Aided Civil and Infrastructure Engineering

Article	Citations
	158
Introduction	105
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	102
Parallel heterogeneous data‐fusion convolutional neural networks for improved rail bridge strike detection	101
Issue Information ‐ TOC	101
Geoacoustic and geophysical data‐driven seafloor sediment classification through machine learning algorithms with property‐centered oversampling techniques	83
Issue Information	82
A dynamic neural network model for the identification of asbestos roofings in hyperspectral images covering a large regional area	80
Deep generative Bayesian optimization for sensor placement in structural health monitoring	78
Infrastructure deterioration modeling with an inhomogeneous continuous time Markov chain: A latent state approach with analytic transition probabilities	72
Genetic algorithm optimized frequency‐domain convolutional blind source separation for multiple leakage locations in water supply pipeline	69
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Using machine learning to analyze and predict construction task productivity	67
A hierarchical progressive recognition network for building change detection in high‐resolution remote sensing images	64
Aggregation formulation for on‐site multidepot vehicle scheduling scenario	64
Aeroelastic force prediction via temporal fusion transformers	61
A structure‐oriented loss function for automated semantic segmentation of bridge point clouds	61
Vision‐based fatigue crack automatic perception and geometric updating of finite element model for welded joint in steel structures	60
Multi‐stage detection of warped ceiling panel using ensemble vision models for automated localization and quantification	59
Cover Image, Volume 39, Issue 7	59
Cover Image, Volume 39, Issue 7	59
Cover Image, Volume 38, Issue 5	55
Cover Image, Volume 37, Issue 14	52
Cover Image, Volume 38, Issue 9	51
A deep learning framework based on improved self‐supervised learning for ground‐penetrating radar tunnel lining inspection	50

Tiny‐Crack‐Net: A multiscale feature fusion network with attention mechanisms for segmentation of tiny cracks	50
Issue Information	49
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Damage‐level classification considering both correlation between image and text data and confidence of attention map	49
Issue Information	48
Training of construction robots using imitation learning and environmental rewards	47
Bolt loosening assessment using ensemble vision models for automatic localization and feature extraction with target‐free perspective adaptation	47
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A 2D‐connected automated vehicle car‐following control algorithm	46
Issue Information	46
An automation solution to convert CAD engineering drawings into railroad station models	45
An adversarial diverse deep ensemble approach for surrogate‐based traffic signal optimization	45
Deep spatial‐temporal embedding for vehicle trajectory validation and refinement	44
A coordinated ramp metering framework based on heterogeneous causal inference	44
A deep learning‐based image captioning method to automatically generate comprehensive explanations of bridge damage	43
Cover Image, Volume 39, Issue 16	42
Integrating spatial and channel attention mechanisms with domain knowledge in convolutional neural networks for friction coefficient prediction	42
Cover Image, Volume 39, Issue 6	41
Network models for temporal data reconstruction for dam health monitoring	40
End‐to‐end generation of structural topology for complex architectural layouts with graph neural networks	40
Vertical alignment optimization of mountain railways with terrain‐driven greedy algorithm improved by Monte Carlo tree search	40
Issue Information ‐ TOC	39
Intelligent design of shear wall layout based on diffusion models	39
Integrated optimization of multi‐vehicle‐type timetabling and scheduling to accommodate periodic passenger flow	39
Issue Information	38
Damage index based on the strain‐to‐displacement relation for health monitoring of railway bridges	38
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Issue Information	38
Issue Information	38
Introduction	38
Cover Image, Volume 40, Issue 18	37
An automated machine learning approach for classifying infrastructure cost data	37
Large‐scale structural health monitoring using composite recurrent neural networks and grid environments	36
Hidden structural information reconstruction and seismic response analysis of high‐rise residential shear wall buildings with limited structural data	35
Thermal contraction coordination behavior between unbound aggregate layer and asphalt mixture overlay based on the finite difference and discrete element coupling method	35
Automatic pixel‐level crack detection with multi‐scale feature fusion for slab tracks	35
Asynchronous decentralized traffic signal coordinated control in urban road network	34
Attention‐guided multiscale neural network for defect detection in sewer pipelines	34
Issue Information	34
A deep learning approach for construction vehicles fill factor estimation and bucket detection in extreme environments	33
Traffic estimation in work zones using a custom regression model and data augmentation	33
Improving single‐stage activity recognition of excavators using knowledge distillation of temporal gradient data	32
Machine learning–informed soil conditioning for mechanized shield tunneling	32
Enhanced three‐dimensional instance segmentation using multi‐feature extracting point cloud neural network	31
Fine‐grained crack segmentation for high‐resolution images via a multiscale cascaded network	30
Interpretable physics‐informed graph neural networks for flood forecasting	30
Cover Image, Volume 40, Issue 4	30
Cover Image, Volume 40, Issue 13	30
Cover Image, Volume 40, Issue 10	30
Optimization of passenger flow control and parallel bus bridging in urban rail transit based on intelligent transport infrastructure	29

Telescopic broad Bayesian learning for big data stream	29
Autoencoder‐based method to assess bridge health monitoring data quality	28
Large language model for post‐earthquake structural damage assessment of buildings	28
Heterogeneous data‐based spatiotemporal trajectory synchronization for virtual–real interactive testing	28
Corrigendum to “control strategy for stable formation of high‐speed virtually coupled trains with disturbances and delays”	28
Issue Information	28
Issue Information	28
Corrigendum to “Deep spatial‐temporal embedding for vehicle trajectory validation and refinement”	28
A spatiotemporal control method at isolated intersections under mixed‐autonomy traffic conditions	27
Computational generation of multiphase asphalt nanostructures using random fields	27
Method for calculating pressure losses in the pipelines of slurry shield tunneling based on coupled simulation of computational fluid dynamics and discrete element method	27
Dynamic urban traffic rerouting with fog‐cloud reinforcement learning	27
Cover Image, Volume 40, Issue 17	27
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Automated visual surveying of vehicle heights to help measure the risk of overheight collisions using deep learning and view geometry	26
Multiattribute multitask transformer framework for vision‐based structural health monitoring	26
Seismic robustness computational methodology of community building portfolio coupled with water supply network based on probability‐cloud model	26
Post‐earthquake functionality assessment of subway stations considering the interdependency among sub‐systems	25
A rapid simplified method for determining tsunami inundation extent based on energy conservation	25
An optimized and precise road crack segmentation network in complex scenarios	25
Aftershock probabilistic seismic hazard analysis based on enhanced Bayesian network considering frequency information	25
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Modal identification of wind turbine tower based on optimal fractional order statistical moments	25
Sequential aero‐structural optimization method for efficient bridge design	24
Estimation of load for tunnel lining in elastic soil using physics‐informed neural network	24
Implicit function‐based continuous representation for meticulous segmentation of cracks from high‐resolution images	24
Coloring and fusing architectural sketches by combining a Y‐shaped generative adversarial network and a denoising diffusion implicit model	24
A nodal‐based evolutionary optimization algorithm for frame structures	24
Regeneration of pavement surface textures using M‐sigmoid‐normalized generative adversarial networks	24
Context‐aware trajectory prediction for autonomous driving in heterogeneous environments	24
A two‐stage recursive ray tracing algorithm to automatically identify external building objects in building information models	24
Cover Image, Volume 40, Issue 7	23
Characterizing zebra crossing zones using LiDAR data	23
A simulation‐based approach for optimizing the placement of dedicated lanes for autonomous vehicles in large‐scale networks	23
Signed distance function–biased flow importance sampling for implicit neural compression of flow fields	23
Machine learning models for predicting the International Roughness Index of asphalt concrete overlays on Portland cement concrete pavements	22
Best journal in the field of civil engineering	22
Introduction	22
Cover Image, Volume 40, Issue 2	22
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Decentralized coordination for truck platooning	22
Issue Information ‐ TOC	22
Constraint‐aware optimization model for plane truss structures via single‐agent gradient descent	21
Parallel optimization method of train scheduling and shunting at complex high‐speed railway stations	21
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Analysis on Braess paradox and network design considering parking in the autonomous vehicle environment	21
Damage scenario analysis of bridges using crowdsourced smartphone data from passing vehicles	21
Introduction	21
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
Extensible prototype learning for real‐time traffic signal control	20
Issue Information	20
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Optimizing multiple equipment scheduling for U‐shaped automated container terminals considering loading and unloading operations	20
Anchor‐free arbitrary‐oriented construction vehicle detection with orientation‐aware Gaussian heatmap	19
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Cover Image, Volume 40, Issue 12	19
Semi‐supervised pipe video temporal defect interval localization	19
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Generative adversarial network based on domain adaptation for crack segmentation in shadow environments	19
Adaptive feature expansion and fusion model for precast component segmentation	19
Toward a general unsupervised novelty detection framework in structural health monitoring	19
Prestressing wire breakage monitoring using sound event detection	19
A multibranch and multiattention framework for floor plan segmentation	19
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Automated image localization to support rapid building reconnaissance in a large‐scale area	18
Issue Information	18
A geometric‐identification–free mathematical model for recreating nonsymmetric horizontal railway alignments	18
Introduction	18
Two algorithms for reconstructing vertical alignments exploring the neural dynamics model of Adeli and Park	18
Issue Information ‐ TOC	18
Theoretical analysis, simulation, and field experiment for vibration mitigation of suspender cables/hangers using the four‐wire pendulum tuned mass damper	17
Deep Q‐network learning‐based active speed management under autonomous driving environments	17
AI‐enabled airport runway pavement distress detection using dashcam imagery	17
Hybrid random aggregation model and Bayesian optimization‐based convolutional neural network for estimating the concrete compressive strength	17
Informativeness‐guided active learning for deep learning–based façade defects detection	17
Selection of the modeling resolution of infrastructure	17
Collaborative optimization of intersection signals and speed guidance for buses run on overlapping route segments under connected environment	17
Advancing the white phase mobile traffic control paradigm to consider pedestrians	17

Deep learning‐based automatic detection of muck types for earth pressure balance shield tunneling in soft ground	17
Self‐training with Bayesian neural networks and spatial priors for unsupervised domain adaptation in crack segmentation	16
Multistage semisupervised active learning framework for crack identification, segmentation, and measurement of bridges	16
Material augmented semantic segmentation of point clouds for building elements	16
Virtual reality‐based dynamic scene recreation and robot teleoperation for hazardous environments	16
Collaborative control of traffic signal and variable guiding lane for isolated intersection under connected and automated vehicle environment	16
Cover Image, Volume 38, Issue 16	15
Cover Image, Volume 40, Issue 3	15
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A lightweight binocular vision‐supported framework for 3D structural dynamic response monitoring	15
Cost‐effective excavator pose reconstruction with physical constraints	15
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Issue Information	15
Intelligent monitoring and evaluation for the prefabricated construction schedule	15
Self‐supervised domain adaptive approach for extrapolated crack segmentation with fine‐tuned inpainting generative model	15
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A hybrid metaheuristic method for optimization of active tuned mass dampers	14
Three‐dimensional morphological analysis of Chang'e‐5 lunar soil using deep learning‐automated segmentation on computed tomography scans	14
Structure‐PoseNet for identification of dense dynamic displacement and three‐dimensional poses of structures using a monocular camera	14
Design and performance evaluation of steel beam members with plate‐type locally resonant metamaterials for vibration control	14
Damage detection for railway bridges using time‐frequency decomposition and conditional generative model	14
Equipment activity recognition and early fault detection in automated construction through a hybrid machine learning framework	14
Cover Image, Volume 39, Issue 10	14
Intention‐aware robot motion planning for safe worker–robot collaboration	14
A K‐Net‐based deep learning framework for automatic rock quality designation estimation	14
A non‐contact identification method of overweight vehicles based on computer vision and deep learning	14
A method for suspenders tension identification of bridges based on the spatio‐temporal correlation between the girder strain and suspenders tension	14
Severe rail wear detection with rail running band images	14
Post‐disaster damage classification based on deep multi‐view image fusion	14
Encoder–decoder with pyramid region attention for pixel‐level pavement crack recognition	13
Issue Information	13
CACAIE: The best compendium for nature‐inspired algorithms and their applications in civil engineering	13
Issue Information	13
Mechanical state inversion method for structural performance evaluation of existing suspension bridges using 3D laser scanning	13
A deep neural network framework for real‐time on‐site estimation of acceleration response spectra of seismic ground motions	13
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Issue Information ‐ TOC	13
Characterization of mechanical properties of shale constituent minerals using phase‐identified nanoindentation	13
A displacement measurement methodology for deformation monitoring of long‐span arch bridges during construction based on scalable multi‐camera system	13
Cover Image, Volume 40, Issue 17	13
Control strategy for stable formation of high‐speed virtually coupled trains with disturbances and delays	13
An outstanding journal for intelligent infrastructure	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
Component‐level point cloud completion of bridge structures using deep learning	13
Structural performance‐based anomaly detection for velocity pulse	13
Seismic adaptive control of building structures with simultaneous sensor and damper faults based on dynamic neural network	13
A decoupled algorithm for cable parameter identification by frequency‐ratio‐offset	12
A lightweight Transformer‐based neural network for large‐scale masonry arch bridge point cloud segmentation	12
Knowledge‐enhanced graph neural networks for construction material quantity estimation of reinforced concrete buildings	12
Issue Information ‐ TOC	12
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A response‐compatible ground motion generation method using physics‐guided neural networks	12
Learning error distribution kernel‐enhanced neural network methodology for multi‐intersection signal control optimization	12
Issue Information	12
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Mechanical–transport–chemical modeling of electrochemical repair methods for corrosion‐induced cracking in marine concrete	12
Multifidelity approach for data‐driven prediction models of structural behaviors with limited data	12
Shovel point optimization for unmanned loader based on pile reconstruction	12
Cover Image, Volume 40, Issue 8	12
Self‐training approach for crack detection using synthesized crack images based on conditional generative adversarial network	12
Investigating the min‐cost minimum fleet problem through taxi data analysis	12
Asphalt property prediction through high‐throughput molecular dynamics simulation	11
A cooperative methodology for multi‐roller automation in pavement construction considering trajectory planning and collaborative operation	11
Strain measurement based on cooperative operation with different smartphones	11
Active learning structural model updating of a multisensory system based on Kriging method and Bayesian inference	11
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Combining transfer learning and statistical measures to predict performance of composite materials with limited data	11
Dual‐reference approach for vision‐based structural displacement measurement using time‐varying Kalman filter	11
Issue Information	11
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Characterizing asphalt mixtures with random aggregate gradations based on the three‐dimensional locally homogeneous model	11
Integrated corridor management by cooperative traffic signal and ramp metering control	11