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	176
Introduction	130
	119
Issue Information	96
Issue Information ‐ TOC	96
Issue Information	90
Cover Image, Volume 40, Issue 19	88
Genetic algorithm optimized frequency‐domain convolutional blind source separation for multiple leakage locations in water supply pipeline	85
Parallel heterogeneous data‐fusion convolutional neural networks for improved rail bridge strike detection	84
Aggregation formulation for on‐site multidepot vehicle scheduling scenario	77
Cover Image, Volume 39, Issue 7	75
Cover Image, Volume 37, Issue 14	72
Cover Image, Volume 38, Issue 9	71
Cover Image, Volume 38, Issue 5	71
Cover Image, Volume 39, Issue 7	69
	69
A dynamic neural network model for the identification of asbestos roofings in hyperspectral images covering a large regional area	68
Multi‐stage detection of warped ceiling panel using ensemble vision models for automated localization and quantification	66
Vision‐based fatigue crack automatic perception and geometric updating of finite element model for welded joint in steel structures	64
Deep generative Bayesian optimization for sensor placement in structural health monitoring	62
A hierarchical progressive recognition network for building change detection in high‐resolution remote sensing images	59
A structure‐oriented loss function for automated semantic segmentation of bridge point clouds	58
Geoacoustic and geophysical data‐driven seafloor sediment classification through machine learning algorithms with property‐centered oversampling techniques	56
Infrastructure deterioration modeling with an inhomogeneous continuous time Markov chain: A latent state approach with analytic transition probabilities	54
Aeroelastic force prediction via temporal fusion transformers	54

Using machine learning to analyze and predict construction task productivity	54
Rapid regional assessment of post‐hazard structures and transportation infrastructure using aerial images	53
Tiny‐Crack‐Net: A multiscale feature fusion network with attention mechanisms for segmentation of tiny cracks	53
Issue Information	53
A deep learning framework based on improved self‐supervised learning for ground‐penetrating radar tunnel lining inspection	53
An automation solution to convert CAD engineering drawings into railroad station models	51
Issue Information	51
Cover Image, Volume 39, Issue 6	50
Cover Image, Volume 39, Issue 16	49
An adversarial diverse deep ensemble approach for surrogate‐based traffic signal optimization	48
Training of construction robots using imitation learning and environmental rewards	47
Cover Image, Volume 40, Issue 20	47
Issue Information	47
Issue Information	47
	45
Damage‐level classification considering both correlation between image and text data and confidence of attention map	45
	45
Deep spatial‐temporal embedding for vehicle trajectory validation and refinement	44
Integrating triple attention convolutional network with multi‐objective optimization for excavation‐induced deformation prediction	43
Multi‐objective optimization of nonlinear passive control systems for seismic response mitigation of bridges	43
Integrating spatial and channel attention mechanisms with domain knowledge in convolutional neural networks for friction coefficient prediction	42
Issue Information	42
Bolt loosening assessment using ensemble vision models for automatic localization and feature extraction with target‐free perspective adaptation	42
	42
Real‐time anomaly detection in construction equipment operations using unsupervised audio signal processing	41
Vertical alignment optimization of mountain railways with terrain‐driven greedy algorithm improved by Monte Carlo tree search	41
A coordinated ramp metering framework based on heterogeneous causal inference	41
Intelligent design of shear wall layout based on diffusion models	40
Network models for temporal data reconstruction for dam health monitoring	39
Issue Information	38
End‐to‐end generation of structural topology for complex architectural layouts with graph neural networks	38
Traffic signal optimization for emissions mitigation in urban road networks with contraflow left‐turn lanes	38
A 2D‐connected automated vehicle car‐following control algorithm	38
Cover Image, Volume 40, Issue 4	37
Issue Information ‐ TOC	37
Introduction	36
Cover Image, Volume 40, Issue 10	36
Issue Information	36
Cover Image, Volume 40, Issue 13	36
Large language model for post‐earthquake structural damage assessment of buildings	35
	35
Cover Image, Volume 40, Issue 18	35
A crack detection and quantification framework for high‐resolution images using Mamba and unmanned devices	34
Traffic estimation in work zones using a custom regression model and data augmentation	34
Issue Information	33
Cover Image, Volume 40, Issue 23	33
Thermal contraction coordination behavior between unbound aggregate layer and asphalt mixture overlay based on the finite difference and discrete element coupling method	33
Issue Information	33
Telescopic broad Bayesian learning for big data stream	32
A deep learning approach for construction vehicles fill factor estimation and bucket detection in extreme environments	32

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

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