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	179
Introduction	136
	122
Issue Information ‐ TOC	103
Issue Information	98
Issue Information	91
Cover Image, Volume 40, Issue 19	90
Aggregation formulation for on‐site multidepot vehicle scheduling scenario	86
Cover Image, Volume 39, Issue 7	85
Cover Image, Volume 37, Issue 14	77
Cover Image, Volume 38, Issue 5	77
Cover Image, Volume 39, Issue 7	73
Cover Image, Volume 38, Issue 9	73
Parallel heterogeneous data‐fusion convolutional neural networks for improved rail bridge strike detection	72
Multi‐stage detection of warped ceiling panel using ensemble vision models for automated localization and quantification	71
Genetic algorithm optimized frequency‐domain convolutional blind source separation for multiple leakage locations in water supply pipeline	71
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A dynamic neural network model for the identification of asbestos roofings in hyperspectral images covering a large regional area	68
Using machine learning to analyze and predict construction task productivity	67
Vision‐based fatigue crack automatic perception and geometric updating of finite element model for welded joint in steel structures	63
Rapid regional assessment of post‐hazard structures and transportation infrastructure using aerial images	60
Aeroelastic force prediction via temporal fusion transformers	58
Geoacoustic and geophysical data‐driven seafloor sediment classification through machine learning algorithms with property‐centered oversampling techniques	55
A hierarchical progressive recognition network for building change detection in high‐resolution remote sensing images	55
Tiny‐Crack‐Net: A multiscale feature fusion network with attention mechanisms for segmentation of tiny cracks	55

A structure‐oriented loss function for automated semantic segmentation of bridge point clouds	55
A deep learning framework based on improved self‐supervised learning for ground‐penetrating radar tunnel lining inspection	54
Infrastructure deterioration modeling with an inhomogeneous continuous time Markov chain: A latent state approach with analytic transition probabilities	53
Issue Information	51
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An automation solution to convert CAD engineering drawings into railroad station models	50
Cover Image, Volume 39, Issue 16	49
Cover Image, Volume 39, Issue 6	49
Issue Information	48
Cover Image, Volume 40, Issue 20	47
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Damage‐level classification considering both correlation between image and text data and confidence of attention map	46
Bolt loosening assessment using ensemble vision models for automatic localization and feature extraction with target‐free perspective adaptation	45
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Issue Information	45
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Vertical alignment optimization of mountain railways with terrain‐driven greedy algorithm improved by Monte Carlo tree search	44
An adversarial diverse deep ensemble approach for surrogate‐based traffic signal optimization	44
Integrating triple attention convolutional network with multi‐objective optimization for excavation‐induced deformation prediction	43
Deep spatial‐temporal embedding for vehicle trajectory validation and refinement	42
Issue Information	42
A coordinated ramp metering framework based on heterogeneous causal inference	41
Multi‐objective optimization of nonlinear passive control systems for seismic response mitigation of bridges	41
Real‐time anomaly detection in construction equipment operations using unsupervised audio signal processing	41
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	39
Traffic signal optimization for emissions mitigation in urban road networks with contraflow left‐turn lanes	38
Integrating spatial and channel attention mechanisms with domain knowledge in convolutional neural networks for friction coefficient prediction	38
A 2D‐connected automated vehicle car‐following control algorithm	38
Training of construction robots using imitation learning and environmental rewards	37
Issue Information ‐ TOC	37
Intelligent design of shear wall layout based on diffusion models	37
Issue Information	37
Cover Image, Volume 40, Issue 4	37
Cover Image, Volume 40, Issue 13	36
Introduction	36
Cover Image, Volume 40, Issue 10	36
Issue Information	36
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Traffic estimation in work zones using a custom regression model and data augmentation	35
Cover Image, Volume 40, Issue 18	34
Cover Image, Volume 40, Issue 23	34
Autoencoder‐based method to assess bridge health monitoring data quality	33
Issue Information	33
Issue Information	33
Asynchronous decentralized traffic signal coordinated control in urban road network	33
Thermal contraction coordination behavior between unbound aggregate layer and asphalt mixture overlay based on the finite difference and discrete element coupling method	33
Large language model for post‐earthquake structural damage assessment of buildings	32
Telescopic broad Bayesian learning for big data stream	32

Optimization of passenger flow control and parallel bus bridging in urban rail transit based on intelligent transport infrastructure	32
Automatic pixel‐level crack detection with multi‐scale feature fusion for slab tracks	32
Improving single‐stage activity recognition of excavators using knowledge distillation of temporal gradient data	32
Hidden structural information reconstruction and seismic response analysis of high‐rise residential shear wall buildings with limited structural data	32
Machine learning–informed soil conditioning for mechanized shield tunneling	31
Integrated optimization of multi‐vehicle‐type timetabling and scheduling to accommodate periodic passenger flow	31
A deep learning approach for construction vehicles fill factor estimation and bucket detection in extreme environments	31
Interpretable physics‐informed graph neural networks for flood forecasting	31
Cover Image, Volume 40, Issue 31	30
Large‐scale structural health monitoring using composite recurrent neural networks and grid environments	30
Probabilistic risk assessment framework for cost overruns predictions in infrastructure projects using randomized simulations	29
Attention‐guided multiscale neural network for defect detection in sewer pipelines	29
Virtual sensing of seismic floor responses for rapid prioritization of critical equipment inspection in nuclear power plants	29
An automated machine learning approach for classifying infrastructure cost data	29
Enhanced three‐dimensional instance segmentation using multi‐feature extracting point cloud neural network	29
Damage index based on the strain‐to‐displacement relation for health monitoring of railway bridges	29
A crack detection and quantification framework for high‐resolution images using Mamba and unmanned devices	29
Multimodal Mamba with multitask learning for building flood damage assessment using synthetic aperture radar remote sensing imagery	29
Heterogeneous data‐based spatiotemporal trajectory synchronization for virtual–real interactive testing	28
Issue Information	28
Issue Information	28
Corrigendum to “control strategy for stable formation of high‐speed virtually coupled trains with disturbances and delays”	28
Fine‐grained crack segmentation for high‐resolution images via a multiscale cascaded network	28
Modal identification of wind turbine tower based on optimal fractional order statistical moments	27
Corrigendum to “Deep spatial‐temporal embedding for vehicle trajectory validation and refinement”	27
Machine learning models for predicting the International Roughness Index of asphalt concrete overlays on Portland cement concrete pavements	27
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Cover Image, Volume 40, Issue 2	27
Cover Image, Volume 40, Issue 7	27
Exact Dirichlet boundary multi‐resolution hash encoding solver for structures	27
Intelligent detection of subsurface road targets using a combined numerical simulation and deep learning method	26
Signed distance function–biased flow importance sampling for implicit neural compression of flow fields	26
An optimized and precise road crack segmentation network in complex scenarios	26
Hierarchical nondestructive detection of full‐scene suspended ceiling systems using point cloud	26
Cover Image, Volume 40, Issue 17	26
Characterizing zebra crossing zones using LiDAR data	26
Seismic robustness computational methodology of community building portfolio coupled with water supply network based on probability‐cloud model	26
A rapid simplified method for determining tsunami inundation extent based on energy conservation	25
End‐to‐end instance segmentation framework for automated pavement distress assessment using unmanned aerial vehicle‐derived digital orthophoto maps	25
A spatiotemporal control method at isolated intersections under mixed‐autonomy traffic conditions	25
Structural identification of material properties and load parameters using a differentiable material point method	25
Context‐aware trajectory prediction for autonomous driving in heterogeneous environments	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
Cover Image, Volume 40, Issue 26	24
Automated visual surveying of vehicle heights to help measure the risk of overheight collisions using deep learning and view geometry	24
Regeneration of pavement surface textures using M‐sigmoid‐normalized generative adversarial networks	23
A method for detecting construction deviations in large and complex building structures utilizing synthetic point clouds for segmentation	23
Sequential aero‐structural optimization method for efficient bridge design	23
Adaptive stochastic deterioration modeling for evaluating pavement survey schedules in relation to performance and management cost	23
Reinforcement response prediction of composite‐concrete beams with crack patterns and deep learning	22
Time–cost combined optimization in planning infrastructure construction projects under environment induced time‐window constraints	22
Enhanced precision in axle configuration inference for bridge weigh‐in‐motion systems using computer vision and deep learning	21
Estimation of load for tunnel lining in elastic soil using physics‐informed neural network	21
Real‐time network‐level traffic signal and trajectory optimization with connected automated and human‐driven vehicles	21
Decentralized coordination for truck platooning	21
A central difference attention multi‐modal segmentation network integrating continual learning and graph convolution diffusion algorithms for complex road crack segmentation	21
Knowledge‐guided generative adversarial networks for intelligent design of internal supporting structures in foundation pits	21
Efficient bridge damage detection using a lightweight attention‐based modeling framework	21
Implicit function‐based continuous representation for meticulous segmentation of cracks from high‐resolution images	21
Dynamic urban traffic rerouting with fog‐cloud reinforcement learning	20
A nodal‐based evolutionary optimization algorithm for frame structures	20
Multiattribute multitask transformer framework for vision‐based structural health monitoring	20
Aftershock probabilistic seismic hazard analysis based on enhanced Bayesian network considering frequency information	20
Computational generation of multiphase asphalt nanostructures using random fields	20
Post‐earthquake functionality assessment of subway stations considering the interdependency among sub‐systems	20
Data‐driven optimization of wind pressure sensor placement on low‐rise buildings using computational fluid dynamics and multi‐resolution dynamic mode decomposition	20
Coloring and fusing architectural sketches by combining a Y‐shaped generative adversarial network and a denoising diffusion implicit model	20
A simulation‐based approach for optimizing the placement of dedicated lanes for autonomous vehicles in large‐scale networks	19
Analysis on Braess paradox and network design considering parking in the autonomous vehicle environment	19
Introduction	19
Issue Information ‐ TOC	19
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Parallel optimization method of train scheduling and shunting at complex high‐speed railway stations	18
Damage scenario analysis of bridges using crowdsourced smartphone data from passing vehicles	18
Issue Information	18
Ontology‐driven intelligent assessment system for dam structural safety based on spatiotemporal anomaly detection framework	18
A multibranch and multiattention framework for floor plan segmentation	18

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Cover Image, Volume 40, Issue 12	18
Extensible prototype learning for real‐time traffic signal control	18
Issue Information	18
Generative adversarial network based on domain adaptation for crack segmentation in shadow environments	18
Issue Information	17
Diagnosis method for the structural uplift of a water‐rich shield tunnel based on the spatiotemporal characteristics of the densely distributed strain data	17
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Prestressing wire breakage monitoring using sound event detection	17
Toward a general unsupervised novelty detection framework in structural health monitoring	17
Introduction	17
Optimizing multiple equipment scheduling for U‐shaped automated container terminals considering loading and unloading operations	17
Natural language processing‐based deep transfer learning model across diverse tabular datasets for bond strength prediction of composite bars in concrete	17
Data‐driven distributionally robust optimization of railway alignments in earthquake‐prone regions considering active fault zone risks	17
Issue Information ‐ TOC	17
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Anchor‐free arbitrary‐oriented construction vehicle detection with orientation‐aware Gaussian heatmap	17
Cover Image, Volume 40, Issue 30	17
Semi‐supervised pipe video temporal defect interval localization	17
Adaptive feature expansion and fusion model for precast component segmentation	17
Constraint‐aware optimization model for plane truss structures via single‐agent gradient descent	17
Collaborative optimization of intersection signals and speed guidance for buses run on overlapping route segments under connected environment	16
Cover Image, Volume 40, Issue 21	16
Two algorithms for reconstructing vertical alignments exploring the neural dynamics model of Adeli and Park	16
Cover Image, Volume 40, Issue 3	16
Cost‐effective excavator pose reconstruction with physical constraints	16
Deep Q‐network learning‐based active speed management under autonomous driving environments	16
Cover Image, Volume 38, Issue 16	16
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Cover Image, Volume 40, Issue 19	16
Theoretical analysis, simulation, and field experiment for vibration mitigation of suspender cables/hangers using the four‐wire pendulum tuned mass damper	16
Integrating posture‐hour constraints into construction scheduling to enhance workforce wellbeing	15
Automated image localization to support rapid building reconnaissance in a large‐scale area	15
Simulation‐driven deep learning for rebar clutter elimination in ground‐penetrating radar images to detect backfill grout defects in segment linings	15
Hybrid random aggregation model and Bayesian optimization‐based convolutional neural network for estimating the concrete compressive strength	15
A lightweight binocular vision‐supported framework for 3D structural dynamic response monitoring	15
Informativeness‐guided active learning for deep learning–based façade defects detection	15
Unsupervised pavement anomaly detection via conditional diffusion model and domain adaptive feature selection	15
A streamlined approach for probabilistic pavement life‐cycle performance prediction via physics‐informed neural networks	15
Virtual reality‐based dynamic scene recreation and robot teleoperation for hazardous environments	15
Self‐supervised domain adaptive approach for extrapolated crack segmentation with fine‐tuned inpainting generative model	15
Multistage semisupervised active learning framework for crack identification, segmentation, and measurement of bridges	15
Freight rail activity inventory system using a vision‐based deep learning framework	15
Advancing the white phase mobile traffic control paradigm to consider pedestrians	15
Intelligent monitoring and evaluation for the prefabricated construction schedule	14
Selection of the modeling resolution of infrastructure	14
A K‐Net‐based deep learning framework for automatic rock quality designation estimation	14
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AI‐enabled airport runway pavement distress detection using dashcam imagery	14
Deep learning‐based automatic detection of muck types for earth pressure balance shield tunneling in soft ground	14
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Cover Image, Volume 39, Issue 10	14
A geometric‐identification–free mathematical model for recreating nonsymmetric horizontal railway alignments	14
Material augmented semantic segmentation of point clouds for building elements	14
Self‐training with Bayesian neural networks and spatial priors for unsupervised domain adaptation in crack segmentation	14
Issue Information	14
Issue Information	14
Assessment of road network vulnerability using multilayer perceptron surrogates with automated closure propagation	14
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
Post‐disaster damage classification based on deep multi‐view image fusion	13
A non‐contact identification method of overweight vehicles based on computer vision and deep learning	13
Severe rail wear detection with rail running band images	13
Intention‐aware robot motion planning for safe worker–robot collaboration	13
A learning model predictive control for virtual coupling in intelligent train control systems	13
Damage detection for railway bridges using time‐frequency decomposition and conditional generative model	13
Cover Image, Volume 40, Issue 28	13
Three‐dimensional morphological analysis of Chang'e‐5 lunar soil using deep learning‐automated segmentation on computed tomography scans	13
Issue Information	13
Issue Information ‐ TOC	12
Shovel point optimization for unmanned loader based on pile reconstruction	12
A displacement measurement methodology for deformation monitoring of long‐span arch bridges during construction based on scalable multi‐camera system	12
A response‐compatible ground motion generation method using physics‐guided neural networks	12
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
Bi‐level stochastic programming for optimal modular construction yard deployment based on Benders decomposition	12
Learning error distribution kernel‐enhanced neural network methodology for multi‐intersection signal control optimization	12
Encoder–decoder with pyramid region attention for pixel‐level pavement crack recognition	12
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	12
Component‐level point cloud completion of bridge structures using deep learning	12
An integrated spatiotemporal trust and consensus fusion framework for dam safety assessment with multi‐sensor anomaly detection	12
A decoupled algorithm for cable parameter identification by frequency‐ratio‐offset	12
Issue Information	12
Structural performance‐based anomaly detection for velocity pulse	12
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Design and performance evaluation of steel beam members with plate‐type locally resonant metamaterials for vibration control	12
Cover Image, Volume 40, Issue 8	12
Proactive framework for evaluating retrieval‐augmented generation‐based learning assistants in engineering education	12
Self‐training approach for crack detection using synthesized crack images based on conditional generative adversarial network	12
Knowledge‐enhanced graph neural networks for construction material quantity estimation of reinforced concrete buildings	12
Cover Image, Volume 40, Issue 17	12
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Strain measurement based on cooperative operation with different smartphones	11
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