Computer-Aided Civil and Infrastructure Engineering

Article	Citations
Using machine learning to analyze and predict construction task productivity	195
Tiny-Crack-Net: A multiscale feature fusion network with attention mechanisms for segmentation of tiny cracks	153
A hierarchical progressive recognition network for building change detection in high‐resolution remote sensing images	135
Vision‐based fatigue crack automatic perception and geometric updating of finite element model for welded joint in steel structures	129
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A structure‐oriented loss function for automated semantic segmentation of bridge point clouds	100
Infrastructure deterioration modeling with an inhomogeneous continuous time Markov chain: A latent state approach with analytic transition probabilities	98
A deep learning framework based on improved self‐supervised learning for ground‐penetrating radar tunnel lining inspection	96
Deep generative Bayesian optimization for sensor placement in structural health monitoring	95
Aeroelastic force prediction via temporal fusion transformers	89
Geoacoustic and geophysical data‐driven seafloor sediment classification through machine learning algorithms with property‐centered oversampling techniques	87
Cover Image, Volume 38, Issue 9	84
Aggregation formulation for on‐site multidepot vehicle scheduling scenario	82
Simulation of mixed traffic with cooperative lane changes	82
Introduction	82
A dynamic neural network model for the identification of asbestos roofings in hyperspectral images covering a large regional area	81
Issue Information	80
Genetic algorithm optimized frequency‐domain convolutional blind source separation for multiple leakage locations in water supply pipeline	79
Cover Image, Volume 38, Issue 5	74
Issue Information - TOC	74
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
Issue Information	66
Rapid regional assessment of post‐hazard structures and transportation infrastructure using aerial images	66

Cover Image, Volume 40, Issue 19	65
Cover Image, Volume 39, Issue 7	64
Cover Image, Volume 37, Issue 14	64
Cover Image, Volume 39, Issue 7	62
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Intelligent design of shear wall layout based on diffusion models	58
Vertical alignment optimization of mountain railways with terrain-driven greedy algorithm improved by Monte Carlo tree search	58
Record length coefficient in up-crossing rate analysis for design wind velocities	57
End‐to‐end generation of structural topology for complex architectural layouts with graph neural networks	57
An adversarial diverse deep ensemble approach for surrogate‐based traffic signal optimization	57
Multi‐objective optimization of nonlinear passive control systems for seismic response mitigation of bridges	56
Issue Information	56
Cover Image, Volume 40, Issue 20	55
Traffic signal optimization for emissions mitigation in urban road networks with contraflow left‐turn lanes	54
Issue Information	54
Issue Information	53
Deep spatial‐temporal embedding for vehicle trajectory validation and refinement	53
Cover Image, Volume 39, Issue 16	53
Bolt loosening assessment using ensemble vision models for automatic localization and feature extraction with target‐free perspective adaptation	52
Network models for temporal data reconstruction for dam health monitoring	51
Cover Image, Volume 39, Issue 6	50
Issue Information	50
Issue Information	49
Issue Information	49
An automation solution to convert CAD engineering drawings into railroad station models	49
Real‐time anomaly detection in construction equipment operations using unsupervised audio signal processing	49
A 2D‐connected automated vehicle car‐following control algorithm	48
Integrating triple attention convolutional network with multi‐objective optimization for excavation‐induced deformation prediction	48
Damage‐level classification considering both correlation between image and text data and confidence of attention map	48
Integrating spatial and channel attention mechanisms with domain knowledge in convolutional neural networks for friction coefficient prediction	47
Training of construction robots using imitation learning and environmental rewards	47
A deep learning‐based image captioning method to automatically generate comprehensive explanations of bridge damage	46
A coordinated ramp metering framework based on heterogeneous causal inference	46
Damage index based on the strain‐to‐displacement relation for health monitoring of railway bridges	46
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Optimization of passenger flow control and parallel bus bridging in urban rail transit based on intelligent transport infrastructure	44
Issue Information	44
Cover Image, Volume 40, Issue 23	44
An automated machine learning approach for classifying infrastructure cost data	44
Thermal contraction coordination behavior between unbound aggregate layer and asphalt mixture overlay based on the finite difference and discrete element coupling method	44
Cover Image, Volume 40, Issue 31	43
Issue Information	43
Virtual sensing of seismic floor responses for rapid prioritization of critical equipment inspection in nuclear power plants	43
Enhanced three-dimensional instance segmentation using multi-feature extracting point cloud neural network	43
Cover Image, Volume 40, Issue 4	43
Issue Information	42
Integrated optimization of multi‐vehicle‐type timetabling and scheduling to accommodate periodic passenger flow	42
Attention‐guided multiscale neural network for defect detection in sewer pipelines	41

Introduction	41
A deep learning approach for construction vehicles fill factor estimation and bucket detection in extreme environments	41
Cover Image, Volume 40, Issue 10	40
Issue Information	40
Cover Image, Volume 40, Issue 13	40
Issue Information - TOC	39
Cover Image, Volume 40, Issue 18	39
Autoencoder‐based method to assess bridge health monitoring data quality	38
Machine learning–informed soil conditioning for mechanized shield tunneling	38
Telescopic broad Bayesian learning for big data stream	38
Improving single‐stage activity recognition of excavators using knowledge distillation of temporal gradient data	38
Multimodal Mamba with multitask learning for building flood damage assessment using synthetic aperture radar remote sensing imagery	37
Traffic estimation in work zones using a custom regression model and data augmentation	37
Hidden structural information reconstruction and seismic response analysis of high‐rise residential shear wall buildings with limited structural data	37
Large language model for post‐earthquake structural damage assessment of buildings	37
Probabilistic risk assessment framework for cost overruns predictions in infrastructure projects using randomized simulations	36
Attention-enhanced dual-stage deep learning for automated tunnel crack detection and quantification	36
Fine‐grained crack segmentation for high‐resolution images via a multiscale cascaded network	36
Interpretable physics-informed graph neural networks for flood forecasting	36
A crack detection and quantification framework for high‐resolution images using Mamba and unmanned devices	36
Large-scale structural health monitoring using composite recurrent neural networks and grid environments	36
Automatic pixel‐level crack detection with multi‐scale feature fusion for slab tracks	35
Asynchronous decentralized traffic signal coordinated control in urban road network	35
An accelerated boundary element method via cross approximation of integral kernels for large‐scale cathodic protection problems	35
Multiattribute multitask transformer framework for vision‐based structural health monitoring	34
Context‐aware trajectory prediction for autonomous driving in heterogeneous environments	34
An optimized and precise road crack segmentation network in complex scenarios	34
Reinforcement response prediction of composite‐concrete beams with crack patterns and deep learning	34
Data‐driven optimization of wind pressure sensor placement on low‐rise buildings using computational fluid dynamics and multi‐resolution dynamic mode decomposition	34
Implicit function‐based continuous representation for meticulous segmentation of cracks from high‐resolution images	34
Corrigendum to “control strategy for stable formation of high‐speed virtually coupled trains with disturbances and delays”	33
Decentralized coordination for truck platooning	33
Heterogeneous data-based spatiotemporal trajectory synchronization for virtual–real interactive testing	33
End‐to‐end instance segmentation framework for automated pavement distress assessment using unmanned aerial vehicle‐derived digital orthophoto maps	33
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Seismic robustness computational methodology of community building portfolio coupled with water supply network based on probability‐cloud model	33
A simulation‐based approach for optimizing the placement of dedicated lanes for autonomous vehicles in large‐scale networks	32
Computational generation of multiphase asphalt nanostructures using random fields	32
Modal identification of wind turbine tower based on optimal fractional order statistical moments	32
Post‐earthquake functionality assessment of subway stations considering the interdependency among sub‐systems	32
Corrigendum to “Deep spatial‐temporal embedding for vehicle trajectory validation and refinement”	32
Regeneration of pavement surface textures using M‐sigmoid‐normalized generative adversarial networks	31
Coloring and fusing architectural sketches by combining a Y‐shaped generative adversarial network and a denoising diffusion implicit model	31
Efficient bridge damage detection using a lightweight attention‐based modeling framework	31
Characterizing zebra crossing zones using LiDAR data	31
A central difference attention multi‐modal segmentation network integrating continual learning and graph convolution diffusion algorithms for complex road crack segmentation	31
Machine learning models for predicting the International Roughness Index of asphalt concrete overlays on Portland cement concrete pavements	31
Structural identification of material properties and load parameters using a differentiable material point method	31
Cover Image, Volume 40, Issue 26	31
Hierarchical nondestructive detection of full‐scene suspended ceiling systems using point cloud	30
Cover Image, Volume 40, Issue 17	30
Enhanced precision in axle configuration inference for bridge weigh‐in‐motion systems using computer vision and deep learning	30
Signed distance function–biased flow importance sampling for implicit neural compression of flow fields	30
Exact Dirichlet boundary multi‐resolution hash encoding solver for structures	30
Knowledge‐guided generative adversarial networks for intelligent design of internal supporting structures in foundation pits	30
Cover Image, Volume 40, Issue 2	30
Intelligent detection of subsurface road targets using a combined numerical simulation and deep learning method	30
Automated visual surveying of vehicle heights to help measure the risk of overheight collisions using deep learning and view geometry	29
Adaptive stochastic deterioration modeling for evaluating pavement survey schedules in relation to performance and management cost	29
Time–cost combined optimization in planning infrastructure construction projects under environment induced time‐window constraints	29
A rapid simplified method for determining tsunami inundation extent based on energy conservation	29
Issue Information	28
A spatiotemporal control method at isolated intersections under mixed‐autonomy traffic conditions	28
A two‐stage recursive ray tracing algorithm to automatically identify external building objects in building information models	27
Issue Information	27
Estimation of load for tunnel lining in elastic soil using physics‐informed neural network	27
Sequential aero‐structural optimization method for efficient bridge design	27
Cover Image, Volume 40, Issue 7	27
A method for detecting construction deviations in large and complex building structures utilizing synthetic point clouds for segmentation	27
Dynamic urban traffic rerouting with fog‐cloud reinforcement learning	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	26
A nodal-based evolutionary optimization algorithm for frame structures	26
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Aftershock probabilistic seismic hazard analysis based on enhanced Bayesian network considering frequency information	26
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Real‐time network‐level traffic signal and trajectory optimization with connected automated and human‐driven vehicles	26
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Ontology‐driven intelligent assessment system for dam structural safety based on spatiotemporal anomaly detection framework	25
Generative adversarial network based on domain adaptation for crack segmentation in shadow environments	25
Anchor-free arbitrary-oriented construction vehicle detection with orientation-aware Gaussian heatmap	25

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Parallel optimization method of train scheduling and shunting at complex high‐speed railway stations	25
Scalable AI computational framework for seismic response simulation of million-scale urban building clusters	25
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Issue Information ‐ TOC	24
A multibranch and multiattention framework for floor plan segmentation	24
Extensible prototype learning for real‐time traffic signal control	24
Issue Information	24
Damage scenario analysis of bridges using crowdsourced smartphone data from passing vehicles	23
Diagnosis method for the structural uplift of a water‐rich shield tunnel based on the spatiotemporal characteristics of the densely distributed strain data	23
Cover Image, Volume 40, Issue 12	23
Semi-supervised pipe video temporal defect interval localization	23
Issue Information	23
Issue Information	23
Analysis on Braess paradox and network design considering parking in the autonomous vehicle environment	23
Introduction	23
Issue Information	22
Constraint‐aware optimization model for plane truss structures via single‐agent gradient descent	22
Adaptive feature expansion and fusion model for precast component segmentation	22
Prestressing wire breakage monitoring using sound event detection	22
A geometric‐identification–free mathematical model for recreating nonsymmetric horizontal railway alignments	22
Balancing confidence and precision in real-time bus arrival time prediction with uncertainty quantification	22
Natural language processing‐based deep transfer learning model across diverse tabular datasets for bond strength prediction of composite bars in concrete	22
Data‐driven distributionally robust optimization of railway alignments in earthquake‐prone regions considering active fault zone risks	22
Selection of the modeling resolution of infrastructure	22
Optimizing multiple equipment scheduling for U‐shaped automated container terminals considering loading and unloading operations	22
Cover Image, Volume 40, Issue 30	22
A Lightweight Design Method for Internal Pavement Crack Recognition Models Using Ground Penetrating Radar	22
Toward a general unsupervised novelty detection framework in structural health monitoring	22
Intelligent monitoring and evaluation for the prefabricated construction schedule	21
Simulation‐driven deep learning for rebar clutter elimination in ground‐penetrating radar images to detect backfill grout defects in segment linings	21
Automated image localization to support rapid building reconnaissance in a large-scale area	21
Cost‐effective excavator pose reconstruction with physical constraints	21
Collaborative optimization of intersection signals and speed guidance for buses run on overlapping route segments under connected environment	21
Informativeness‐guided active learning for deep learning–based façade defects detection	21
Cover Image, Volume 40, Issue 21	21
Introduction	21
Cover Image, Volume 38, Issue 16	20
Cover Image, Volume 40, Issue 19	20
Cover Image, Volume 40, Issue 3	20
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Hybrid random aggregation model and Bayesian optimization‐based convolutional neural network for estimating the concrete compressive strength	20
A lightweight binocular vision‐supported framework for 3D structural dynamic response monitoring	20
Integrating posture‐hour constraints into construction scheduling to enhance workforce wellbeing	20
Freight rail activity inventory system using a vision‐based deep learning framework	20
Theoretical analysis, simulation, and field experiment for vibration mitigation of suspender cables/hangers using the four‐wire pendulum tuned mass damper	20
Unsupervised pavement anomaly detection via conditional diffusion model and domain adaptive feature selection	20
Advancing the white phase mobile traffic control paradigm to consider pedestrians	19
Deep Q‐network learning‐based active speed management under autonomous driving environments	19
Material augmented semantic segmentation of point clouds for building elements	19
Deep learning-based automatic detection of muck types for earth pressure balance shield tunneling in soft ground	19
Two algorithms for reconstructing vertical alignments exploring the neural dynamics model of Adeli and Park	19
AI‐enabled airport runway pavement distress detection using dashcam imagery	19
Self‐training with Bayesian neural networks and spatial priors for unsupervised domain adaptation in crack segmentation	19
Multistage semisupervised active learning framework for crack identification, segmentation, and measurement of bridges	19
Virtual reality‐based dynamic scene recreation and robot teleoperation for hazardous environments	19
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Assessment of road network vulnerability using multilayer perceptron surrogates with automated closure propagation	19
Self‐supervised domain adaptive approach for extrapolated crack segmentation with fine‐tuned inpainting generative model	19
A streamlined approach for probabilistic pavement life‐cycle performance prediction via physics‐informed neural networks	19
Collaborative control of traffic signal and variable guiding lane for isolated intersection under connected and automated vehicle environment	19
Equipment activity recognition and early fault detection in automated construction through a hybrid machine learning framework	18
Intention‐aware robot motion planning for safe worker–robot collaboration	18
Issue Information	18
A hybrid metaheuristic method for optimization of active tuned mass dampers	18
Cover Image, Volume 39, Issue 10	18
Design and performance evaluation of steel beam members with plate‐type locally resonant metamaterials for vibration control	18
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A non‐contact identification method of overweight vehicles based on computer vision and deep learning	18
Structure‐PoseNet for identification of dense dynamic displacement and three‐dimensional poses of structures using a monocular camera	18
Cover Image, Volume 40, Issue 28	18
Post-disaster damage classification based on deep multi-view image fusion	18
A learning model predictive control for virtual coupling in intelligent train control systems	18
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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	18
Issue Information	18
Damage detection for railway bridges using time‐frequency decomposition and conditional generative model	18
A K-Net-based deep learning framework for automatic rock quality designation estimation	18
Issue Information	18
Vision-based modal identification and weight estimation of vehicles	18
Severe rail wear detection with rail running band images	17
Self‐training approach for crack detection using synthesized crack images based on conditional generative adversarial network	17
Control strategy for stable formation of high-speed virtually coupled trains with disturbances and delays	17
A displacement measurement methodology for deformation monitoring of long‐span arch bridges during construction based on scalable multi‐camera system	17
Shovel point optimization for unmanned loader based on pile reconstruction	17
Encoder–decoder with pyramid region attention for pixel‐level pavement crack recognition	17
Mechanical–transport–chemical modeling of electrochemical repair methods for corrosion-induced cracking in marine concrete	17
A deep neural network framework for real-time on-site estimation of acceleration response spectra of seismic ground motions	17
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Structural performance‐based anomaly detection for velocity pulse	17
Three‐dimensional morphological analysis of Chang'e‐5 lunar soil using deep learning‐automated segmentation on computed tomography scans	17
Multifidelity approach for data‐driven prediction models of structural behaviors with limited data	17
Knowledge‐enhanced graph neural networks for construction material quantity estimation of reinforced concrete buildings	17
A response‐compatible ground motion generation method using physics‐guided neural networks	17
A decoupled algorithm for cable parameter identification by frequency‐ratio‐offset	17