Computer-Aided Civil and Infrastructure Engineering

Article	Citations
Using machine learning to analyze and predict construction task productivity	156
A hierarchical progressive recognition network for building change detection in high‐resolution remote sensing images	139
	132
	129
Cover Image, Volume 39, Issue 7	111
Cover Image, Volume 39, Issue 7	102
Cover Image, Volume 37, Issue 14	100
Introduction	97
Geoacoustic and geophysical data‐driven seafloor sediment classification through machine learning algorithms with property‐centered oversampling techniques	95
Cover Image, Volume 38, Issue 5	91
Issue Information	88
Issue Information - TOC	88
Multi-stage detection of warped ceiling panel using ensemble vision models for automated localization and quantification	84
Parallel heterogeneous data‐fusion convolutional neural networks for improved rail bridge strike detection	83
A dynamic neural network model for the identification of asbestos roofings in hyperspectral images covering a large regional area	82
Issue Information	81
Genetic algorithm optimized frequency‐domain convolutional blind source separation for multiple leakage locations in water supply pipeline	81
Rapid regional assessment of post‐hazard structures and transportation infrastructure using aerial images	76
Cover Image, Volume 40, Issue 19	75
Cover Image, Volume 38, Issue 9	74
Aggregation formulation for on‐site multidepot vehicle scheduling scenario	74
3D model-based reinforcement bar spacing measurement using self-supervised blind super-resolution and ultra-wideband localization	68
Aeroelastic force prediction via temporal fusion transformers	68
Simulation of mixed traffic with cooperative lane changes	68
Deep generative Bayesian optimization for sensor placement in structural health monitoring	68

A deep learning framework based on improved self‐supervised learning for ground‐penetrating radar tunnel lining inspection	66
Infrastructure deterioration modeling with an inhomogeneous continuous time Markov chain: A latent state approach with analytic transition probabilities	65
A structure‐oriented loss function for automated semantic segmentation of bridge point clouds	63
Tiny-Crack-Net: A multiscale feature fusion network with attention mechanisms for segmentation of tiny cracks	61
Vision‐based fatigue crack automatic perception and geometric updating of finite element model for welded joint in steel structures	60
Multi‐objective optimization of nonlinear passive control systems for seismic response mitigation of bridges	60
An adversarial diverse deep ensemble approach for surrogate‐based traffic signal optimization	60
Vertical alignment optimization of mountain railways with terrain-driven greedy algorithm improved by Monte Carlo tree search	59
A coordinated ramp metering framework based on heterogeneous causal inference	58
Network models for temporal data reconstruction for dam health monitoring	58
Real‐time anomaly detection in construction equipment operations using unsupervised audio signal processing	58
Intelligent design of shear wall layout based on diffusion models	57
Training of construction robots using imitation learning and environmental rewards	57
Record length coefficient in up-crossing rate analysis for design wind velocities	56
Deep spatial‐temporal embedding for vehicle trajectory validation and refinement	56
A deep learning‐based image captioning method to automatically generate comprehensive explanations of bridge damage	56
Damage‐level classification considering both correlation between image and text data and confidence of attention map	55
Issue Information	54
Traffic signal optimization for emissions mitigation in urban road networks with contraflow left‐turn lanes	54
Integrating triple attention convolutional network with multi‐objective optimization for excavation‐induced deformation prediction	52
Cover Image, Volume 39, Issue 16	51
Issue Information	51
An automation solution to convert CAD engineering drawings into railroad station models	51
Issue Information	51
Cover Image, Volume 39, Issue 6	50
Issue Information	49
Issue Information	49
Bolt loosening assessment using ensemble vision models for automatic localization and feature extraction with target‐free perspective adaptation	48
Issue Information	48
Cover Image, Volume 40, Issue 20	48
	47
	47
	47
A 2D‐connected automated vehicle car‐following control algorithm	46
Integrating spatial and channel attention mechanisms with domain knowledge in convolutional neural networks for friction coefficient prediction	46
End‐to‐end generation of structural topology for complex architectural layouts with graph neural networks	46
Attention-enhanced dual-stage deep learning for automated tunnel crack detection and quantification	45
Optimization of passenger flow control and parallel bus bridging in urban rail transit based on intelligent transport infrastructure	45
Cover Image, Volume 40, Issue 23	44
Improving single‐stage activity recognition of excavators using knowledge distillation of temporal gradient data	44
Enhanced three-dimensional instance segmentation using multi-feature extracting point cloud neural network	44
Asynchronous decentralized traffic signal coordinated control in urban road network	44
Virtual sensing of seismic floor responses for rapid prioritization of critical equipment inspection in nuclear power plants	44
	44
Damage index based on the strain‐to‐displacement relation for health monitoring of railway bridges	43
Integrated optimization of multi‐vehicle‐type timetabling and scheduling to accommodate periodic passenger flow	43
Cover Image, Volume 40, Issue 31	43
An automated machine learning approach for classifying infrastructure cost data	42
Issue Information - TOC	42
Cover Image, Volume 40, Issue 4	41

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

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