Computer-Aided Civil and Infrastructure Engineering

Article	Citations
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	174
Introduction	126
	115
Issue Information ‐ TOC	112
Issue Information	92
Aeroelastic force prediction via temporal fusion transformers	90
Issue Information	87
Genetic algorithm optimized frequency‐domain convolutional blind source separation for multiple leakage locations in water supply pipeline	86
Cover Image, Volume 40, Issue 19	86
Parallel heterogeneous data‐fusion convolutional neural networks for improved rail bridge strike detection	80
A hierarchical progressive recognition network for building change detection in high‐resolution remote sensing images	76
Vision‐based fatigue crack automatic perception and geometric updating of finite element model for welded joint in steel structures	74
Aggregation formulation for on‐site multidepot vehicle scheduling scenario	71
Cover Image, Volume 39, Issue 7	70
Cover Image, Volume 38, Issue 5	69
Cover Image, Volume 37, Issue 14	69
Cover Image, Volume 38, Issue 9	68
Rapid regional assessment of post‐hazard structures and transportation infrastructure using aerial images	66
Cover Image, Volume 39, Issue 7	66
	61
Tiny‐Crack‐Net: A multiscale feature fusion network with attention mechanisms for segmentation of tiny cracks	59
A dynamic neural network model for the identification of asbestos roofings in hyperspectral images covering a large regional area	59
Multi‐stage detection of warped ceiling panel using ensemble vision models for automated localization and quantification	57
A structure‐oriented loss function for automated semantic segmentation of bridge point clouds	56
Deep generative Bayesian optimization for sensor placement in structural health monitoring	55

Using machine learning to analyze and predict construction task productivity	53
Geoacoustic and geophysical data‐driven seafloor sediment classification through machine learning algorithms with property‐centered oversampling techniques	53
Infrastructure deterioration modeling with an inhomogeneous continuous time Markov chain: A latent state approach with analytic transition probabilities	53
Issue Information	52
A deep learning framework based on improved self‐supervised learning for ground‐penetrating radar tunnel lining inspection	52
Issue Information	51
An automation solution to convert CAD engineering drawings into railroad station models	51
Cover Image, Volume 39, Issue 6	50
A coordinated ramp metering framework based on heterogeneous causal inference	49
Cover Image, Volume 39, Issue 16	49
A 2D‐connected automated vehicle car‐following control algorithm	47
An adversarial diverse deep ensemble approach for surrogate‐based traffic signal optimization	47
Issue Information	46
Cover Image, Volume 40, Issue 20	46
Issue Information	45
Training of construction robots using imitation learning and environmental rewards	45
Damage‐level classification considering both correlation between image and text data and confidence of attention map	44
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Deep spatial‐temporal embedding for vehicle trajectory validation and refinement	43
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Integrating triple attention convolutional network with multi‐objective optimization for excavation‐induced deformation prediction	42
Bolt loosening assessment using ensemble vision models for automatic localization and feature extraction with target‐free perspective adaptation	41
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Multi‐objective optimization of nonlinear passive control systems for seismic response mitigation of bridges	40
End‐to‐end generation of structural topology for complex architectural layouts with graph neural networks	40
Network models for temporal data reconstruction for dam health monitoring	40
Integrating spatial and channel attention mechanisms with domain knowledge in convolutional neural networks for friction coefficient prediction	40
A deep learning‐based image captioning method to automatically generate comprehensive explanations of bridge damage	39
Issue Information	38
Intelligent design of shear wall layout based on diffusion models	38
Integrated optimization of multi‐vehicle‐type timetabling and scheduling to accommodate periodic passenger flow	37
Issue Information ‐ TOC	37
Vertical alignment optimization of mountain railways with terrain‐driven greedy algorithm improved by Monte Carlo tree search	37
Issue Information	37
Cover Image, Volume 40, Issue 10	36
Cover Image, Volume 40, Issue 4	36
Cover Image, Volume 40, Issue 13	36
Introduction	35
Issue Information	35
	35
Asynchronous decentralized traffic signal coordinated control in urban road network	34
Large language model for post‐earthquake structural damage assessment of buildings	34
Cover Image, Volume 40, Issue 18	34
An automated machine learning approach for classifying infrastructure cost data	33
Cover Image, Volume 40, Issue 23	33
Enhanced three‐dimensional instance segmentation using multi‐feature extracting point cloud neural network	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	33
Thermal contraction coordination behavior between unbound aggregate layer and asphalt mixture overlay based on the finite difference and discrete element coupling method	32
Issue Information	32

Telescopic broad Bayesian learning for big data stream	31
Issue Information	31
Damage index based on the strain‐to‐displacement relation for health monitoring of railway bridges	31
Autoencoder‐based method to assess bridge health monitoring data quality	31
Attention‐guided multiscale neural network for defect detection in sewer pipelines	30
Probabilistic risk assessment framework for cost overruns predictions in infrastructure projects using randomized simulations	30
Fine‐grained crack segmentation for high‐resolution images via a multiscale cascaded network	30
Hidden structural information reconstruction and seismic response analysis of high‐rise residential shear wall buildings with limited structural data	29
Multimodal Mamba with multitask learning for building flood damage assessment using synthetic aperture radar remote sensing imagery	29
Optimization of passenger flow control and parallel bus bridging in urban rail transit based on intelligent transport infrastructure	29
A deep learning approach for construction vehicles fill factor estimation and bucket detection in extreme environments	29
Large‐scale structural health monitoring using composite recurrent neural networks and grid environments	29
Automatic pixel‐level crack detection with multi‐scale feature fusion for slab tracks	29
Interpretable physics‐informed graph neural networks for flood forecasting	28
Issue Information	28
Virtual sensing of seismic floor responses for rapid prioritization of critical equipment inspection in nuclear power plants	28
Issue Information	28
Heterogeneous data‐based spatiotemporal trajectory synchronization for virtual–real interactive testing	28
Machine learning–informed soil conditioning for mechanized shield tunneling	28
Corrigendum to “control strategy for stable formation of high‐speed virtually coupled trains with disturbances and delays”	28
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A central difference attention multi‐modal segmentation network integrating continual learning and graph convolution diffusion algorithms for complex road crack segmentation	27
Aftershock probabilistic seismic hazard analysis based on enhanced Bayesian network considering frequency information	27
A rapid simplified method for determining tsunami inundation extent based on energy conservation	27
Corrigendum to “Deep spatial‐temporal embedding for vehicle trajectory validation and refinement”	27
Cover Image, Volume 40, Issue 2	26
Machine learning models for predicting the International Roughness Index of asphalt concrete overlays on Portland cement concrete pavements	26
Cover Image, Volume 40, Issue 7	26
Modal identification of wind turbine tower based on optimal fractional order statistical moments	26
A simulation‐based approach for optimizing the placement of dedicated lanes for autonomous vehicles in large‐scale networks	26
Context‐aware trajectory prediction for autonomous driving in heterogeneous environments	25
Signed distance function–biased flow importance sampling for implicit neural compression of flow fields	25
Hierarchical nondestructive detection of full‐scene suspended ceiling systems using point cloud	25
Decentralized coordination for truck platooning	25
Cover Image, Volume 40, Issue 17	25
Data‐driven optimization of wind pressure sensor placement on low‐rise buildings using computational fluid dynamics and multi‐resolution dynamic mode decomposition	25
Seismic robustness computational methodology of community building portfolio coupled with water supply network based on probability‐cloud model	25
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
Dynamic urban traffic rerouting with fog‐cloud reinforcement learning	24
Structural identification of material properties and load parameters using a differentiable material point method	23
Exact Dirichlet boundary multi‐resolution hash encoding solver for structures	23
Estimation of load for tunnel lining in elastic soil using physics‐informed neural network	23
Characterizing zebra crossing zones using LiDAR data	23
End‐to‐end instance segmentation framework for automated pavement distress assessment using unmanned aerial vehicle‐derived digital orthophoto maps	23
A spatiotemporal control method at isolated intersections under mixed‐autonomy traffic conditions	23
Implicit function‐based continuous representation for meticulous segmentation of cracks from high‐resolution images	22
Post‐earthquake functionality assessment of subway stations considering the interdependency among sub‐systems	22
Automated visual surveying of vehicle heights to help measure the risk of overheight collisions using deep learning and view geometry	21
An optimized and precise road crack segmentation network in complex scenarios	21
Computational generation of multiphase asphalt nanostructures using random fields	21
A nodal‐based evolutionary optimization algorithm for frame structures	21
Sequential aero‐structural optimization method for efficient bridge design	21
Cover Image, Volume 40, Issue 26	21
Coloring and fusing architectural sketches by combining a Y‐shaped generative adversarial network and a denoising diffusion implicit model	21
Efficient bridge damage detection using a lightweight attention‐based modeling framework	21
Regeneration of pavement surface textures using M‐sigmoid‐normalized generative adversarial networks	21
Multiattribute multitask transformer framework for vision‐based structural health monitoring	20
Constraint‐aware optimization model for plane truss structures via single‐agent gradient descent	20
Introduction	20
	20
	20
Analysis on Braess paradox and network design considering parking in the autonomous vehicle environment	20
Issue Information ‐ TOC	20
Issue Information	20
Generative adversarial network based on domain adaptation for crack segmentation in shadow environments	19
Cover Image, Volume 40, Issue 12	19
A multibranch and multiattention framework for floor plan segmentation	19
Issue Information	19
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Damage scenario analysis of bridges using crowdsourced smartphone data from passing vehicles	18
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Semi‐supervised pipe video temporal defect interval localization	18
Issue Information	18
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Adaptive feature expansion and fusion model for precast component segmentation	18
Natural language processing‐based deep transfer learning model across diverse tabular datasets for bond strength prediction of composite bars in concrete	18
Toward a general unsupervised novelty detection framework in structural health monitoring	18
Anchor‐free arbitrary‐oriented construction vehicle detection with orientation‐aware Gaussian heatmap	18
A streamlined approach for probabilistic pavement life‐cycle performance prediction via physics‐informed neural networks	17

Data‐driven distributionally robust optimization of railway alignments in earthquake‐prone regions considering active fault zone risks	17
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Introduction	17
Self‐supervised domain adaptive approach for extrapolated crack segmentation with fine‐tuned inpainting generative model	17
Parallel optimization method of train scheduling and shunting at complex high‐speed railway stations	17
Extensible prototype learning for real‐time traffic signal control	17
Ontology‐driven intelligent assessment system for dam structural safety based on spatiotemporal anomaly detection framework	17
Virtual reality‐based dynamic scene recreation and robot teleoperation for hazardous environments	17
Issue Information ‐ TOC	17
Prestressing wire breakage monitoring using sound event detection	17
Optimizing multiple equipment scheduling for U‐shaped automated container terminals considering loading and unloading operations	17
Issue Information	17
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Cover Image, Volume 40, Issue 19	16
Deep Q‐network learning‐based active speed management under autonomous driving environments	16
Cover Image, Volume 40, Issue 21	16
Collaborative optimization of intersection signals and speed guidance for buses run on overlapping route segments under connected environment	16
Cost‐effective excavator pose reconstruction with physical constraints	16
Theoretical analysis, simulation, and field experiment for vibration mitigation of suspender cables/hangers using the four‐wire pendulum tuned mass damper	16
Intelligent monitoring and evaluation for the prefabricated construction schedule	15
A geometric‐identification–free mathematical model for recreating nonsymmetric horizontal railway alignments	15
Cover Image, Volume 38, Issue 16	15
Two algorithms for reconstructing vertical alignments exploring the neural dynamics model of Adeli and Park	15
Self‐training with Bayesian neural networks and spatial priors for unsupervised domain adaptation in crack segmentation	15
Informativeness‐guided active learning for deep learning–based façade defects detection	15
Multistage semisupervised active learning framework for crack identification, segmentation, and measurement of bridges	15
Automated image localization to support rapid building reconnaissance in a large‐scale area	15
Advancing the white phase mobile traffic control paradigm to consider pedestrians	15
Material augmented semantic segmentation of point clouds for building elements	15
Cover Image, Volume 40, Issue 3	15
Freight rail activity inventory system using a vision‐based deep learning framework	14
Deep learning‐based automatic detection of muck types for earth pressure balance shield tunneling in soft ground	14
	14
Cover Image, Volume 39, Issue 10	14
Design and performance evaluation of steel beam members with plate‐type locally resonant metamaterials for vibration control	14
Issue Information	14
Unsupervised pavement anomaly detection via conditional diffusion model and domain adaptive feature selection	14
Selection of the modeling resolution of infrastructure	14
Hybrid random aggregation model and Bayesian optimization‐based convolutional neural network for estimating the concrete compressive strength	14
	14
Intention‐aware robot motion planning for safe worker–robot collaboration	14
Post‐disaster damage classification based on deep multi‐view image fusion	14
AI‐enabled airport runway pavement distress detection using dashcam imagery	14
A lightweight binocular vision‐supported framework for 3D structural dynamic response monitoring	14
Assessment of road network vulnerability using multilayer perceptron surrogates with automated closure propagation	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
Encoder–decoder with pyramid region attention for pixel‐level pavement crack recognition	14
Three‐dimensional morphological analysis of Chang'e‐5 lunar soil using deep learning‐automated segmentation on computed tomography scans	13
A hybrid metaheuristic method for optimization of active tuned mass dampers	13
Issue Information ‐ TOC	13
Seismic adaptive control of building structures with simultaneous sensor and damper faults based on dynamic neural network	13
Damage detection for railway bridges using time‐frequency decomposition and conditional generative model	13
Severe rail wear detection with rail running band images	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
Issue Information	13
A method for suspenders tension identification of bridges based on the spatio‐temporal correlation between the girder strain and suspenders tension	13
Equipment activity recognition and early fault detection in automated construction through a hybrid machine learning framework	13
Issue Information	13
Learning error distribution kernel‐enhanced neural network methodology for multi‐intersection signal control optimization	13
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Bi‐level stochastic programming for optimal modular construction yard deployment based on Benders decomposition	12
Cover Image, Volume 40, Issue 8	12
Characterization of mechanical properties of shale constituent minerals using phase‐identified nanoindentation	12
An integrated spatiotemporal trust and consensus fusion framework for dam safety assessment with multi‐sensor anomaly detection	12
Cover Image, Volume 40, Issue 17	12
Issue Information	12
A lightweight Transformer‐based neural network for large‐scale masonry arch bridge point cloud segmentation	12
Control strategy for stable formation of high‐speed virtually coupled trains with disturbances and delays	12
Structural performance‐based anomaly detection for velocity pulse	12
A displacement measurement methodology for deformation monitoring of long‐span arch bridges during construction based on scalable multi‐camera system	12
Component‐level point cloud completion of bridge structures using deep learning	12
A decoupled algorithm for cable parameter identification by frequency‐ratio‐offset	12
Issue Information	11
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A deep neural network framework for real‐time on‐site estimation of acceleration response spectra of seismic ground motions	11
Shovel point optimization for unmanned loader based on pile reconstruction	11
Mechanical–transport–chemical modeling of electrochemical repair methods for corrosion‐induced cracking in marine concrete	11
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Cover Image, Volume 40, Issue 21	11
Knowledge‐enhanced graph neural networks for construction material quantity estimation of reinforced concrete buildings	11
Multifidelity approach for data‐driven prediction models of structural behaviors with limited data	11
Investigating the min‐cost minimum fleet problem through taxi data analysis	11
Issue Information ‐ TOC	11
Proactive framework for evaluating retrieval‐augmented generation‐based learning assistants in engineering education	11
Self‐training approach for crack detection using synthesized crack images based on conditional generative adversarial network	11
A response‐compatible ground motion generation method using physics‐guided neural networks	11