Computer-Aided Civil and Infrastructure Engineering

Papers
(The median citation count of Computer-Aided Civil and Infrastructure Engineering is 1. The table below lists those papers that are above that threshold based on CrossRef citation counts [max. 250 papers]. The publications cover those that have been published in the past four years, i.e., from 2021-02-01 to 2025-02-01.)
ArticleCitations
Issue Information130
Cover Image, Volume 39, Issue 7122
Cover Image, Volume 38, Issue 13122
Cover Image, Volume 39, Issue 7109
Weakly‐supervised structural component segmentation via scribble annotations90
Issue Information87
Aggregation formulation for on‐site multidepot vehicle scheduling scenario83
Hybrid semantic segmentation for tunnel lining cracks based on Swin Transformer and convolutional neural network78
A methodology for scheduling within‐day roadway work zones using deep neural networks and active learning71
A machine vision‐based intelligent segmentation method for dam underwater cracks using swarm optimization algorithm and deep learning69
Optimal location planning of electric bus charging stations with integrated photovoltaic and energy storage system68
Issue Information ‐ TOC61
Robust nonlinear decision mapping approach for online bus speed control under uncertainty61
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Virtual‐real‐fusion simulation framework for evaluating and optimizing small‐spatial‐scale placement of cooperative roadside sensing units55
A method for suspenders tension identification of bridges based on the spatio‐temporal correlation between the girder strain and suspenders tension54
A large‐scale dataset of buildings and construction sites53
Cover Image, Volume 38, Issue 852
Precise indoor localization with 3D facility scan data52
Cover Image, Volume 38, Issue 151
A tribute to Professor Hojjat Adeli on the 35th anniversary of computer‐aided and infrastructure engineering50
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Prompt engineering for zero‐shot and few‐shot defect detection and classification using a visual‐language pretrained model45
Cover Image, Volume 37, Issue 1444
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Cover Image, Volume 38, Issue 743
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, March41
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Cover Image, Volume 38, Issue 539
Simulation of mixed traffic with cooperative lane changes39
Assessment of out‐of‐plane structural defects using parallel laser line scanning system39
Cover Image, Volume 39, Issue 1039
Cover Image, Volume 38, Issue 938
A modal‐based Kalman filtering framework for mode extraction and decomposition of damped structures38
Improved selection strategy for multi‐objective evolutionary algorithms with application to water distribution optimization problems38
Introduction37
A method of concrete damage detection and localization based on weakly supervised learning37
Joint power distribution and charging network design for electrified mobility with user equilibrium decisions36
Displacement sensing based on microscopic vision with high resolution and large measuring range36
Equipment activity recognition and early fault detection in automated construction through a hybrid machine learning framework36
Issue Information36
Issue Information ‐ TOC35
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Modeling, equilibrium, and demand management for mobility and delivery services in Mobility‐as‐a‐Service ecosystems33
A self‐supervised monocular depth estimation model with scale recovery and transfer learning for construction scene analysis32
Distributed and vectorized method of characteristics for fast transient simulations in water distribution systems32
Structure‐PoseNet for identification of dense dynamic displacement and three‐dimensional poses of structures using a monocular camera32
A scalable, self‐supervised calibration and confounder removal model for opportunistic monitoring of road degradation32
Design and performance evaluation of steel beam members with plate‐type locally resonant metamaterials for vibration control32
A procedure to model and design elastomeric‐based isolation systems for the seismic protection of rocking art objects31
Parallel heterogeneous data‐fusion convolutional neural networks for improved rail bridge strike detection31
Ride comfort assessment for automated vehicles utilizing a road surface model and Monte Carlo simulations31
Determination of minimum horizontal curve radius for safe stopping sight distance of vehicles overpassing truck platoons31
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Integrated vision language and foundation model for automated estimation of building lowest floor elevation30
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Rolling‐horizon–based strategy of fully cooperative traffic under signalized intersections29
Deep generative Bayesian optimization for sensor placement in structural health monitoring29
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Proactive proximity monitoring with instance segmentation and unmanned aerial vehicle‐acquired video‐frame prediction28
Large‐scale seismic soil–structure interaction analysis via efficient finite element modeling and multi‐GPU parallel explicit algorithm28
Geoacoustic and geophysical data‐driven seafloor sediment classification through machine learning algorithms with property‐centered oversampling techniques28
A decision‐making methodology for risk‐informed earthquake early warning28
A dynamic neural network model for the identification of asbestos roofings in hyperspectral images covering a large regional area27
Vision‐based fatigue crack automatic perception and geometric updating of finite element model for welded joint in steel structures27
Context‐aware hand gesture interaction for human–robot collaboration in construction27
Capturing uncertainty intuition in road maintenance decision‐making using an evidential neural network27
Efficient estimation of tuned liquid column damper inerter (TLCDI) parameters for seismic control of base‐isolated structures27
A non‐contact identification method of overweight vehicles based on computer vision and deep learning27
Damage detection for railway bridges using time‐frequency decomposition and conditional generative model27
Intention‐aware robot motion planning for safe worker–robot collaboration27
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Optimal planning of flood‐resilient electric vehicle charging stations26
Effective pavement skid resistance measurement using multi‐scale textures and deep fusion network26
Automated building damage assessment and large‐scale mapping by integrating satellite imagery, GIS, and deep learning26
Quantum‐enhanced machine learning technique for rapid post‐earthquake assessment of building safety26
Infrastructure deterioration modeling with an inhomogeneous continuous time Markov chain: A latent state approach with analytic transition probabilities25
Tiny‐Crack‐Net: A multiscale feature fusion network with attention mechanisms for segmentation of tiny cracks25
Issue Information25
Recording of bridge damage areas by 3D integration of multiple images and reduction of the variability in detected results25
A deep learning framework based on improved self‐supervised learning for ground‐penetrating radar tunnel lining inspection25
A smoothness control method for kilometer‐span railway bridges with analysis of track characteristics25
Autonomous detection of damage to multiple steel surfaces from 360° panoramas using deep neural networks25
Resilience assessment of electrified road networks subject to charging station failures25
Multi‐stage detection of warped ceiling panel using ensemble vision models for automated localization and quantification24
A universal geography neural network for mobility flow prediction in planning scenarios24
Prediction of stratified ground consolidation via a physics‐informed neural network utilizing short‐term excess pore water pressure monitoring data24
Evidential transformer for buried object detection in ground penetrating radar signals and interval‐based bounding box24
A hierarchical progressive recognition network for building change detection in high‐resolution remote sensing images24
Post‐disaster damage classification based on deep multi‐view image fusion23
A heuristic method to identify optimum seismic retrofit strategies for critical infrastructure systems23
Real‐time structural displacement estimation by fusing asynchronous acceleration and computer vision measurements22
Deep learning–based nondestructive evaluation of reinforcement bars using ground‐penetrating radar and electromagnetic induction data22
A shake table protocol for seismic assessment and qualification of acceleration‐sensitive nonstructural elements22
A hybrid metaheuristic method for optimization of active tuned mass dampers21
Severe rail wear detection with rail running band images21
Efficient training of physics‐informed neural networks via importance sampling21
Aeroelastic force prediction via temporal fusion transformers20
Modeling of microstructural effects on the creep of hardened cement paste using an experimentally informed lattice model20
Urban wind field prediction based on sparse sensors and physics‐informed graph‐assisted auto‐encoder20
Using machine learning to analyze and predict construction task productivity20
Optimization of electric bus scheduling considering stochastic volatilities in trip travel time and energy consumption20
Transformer‐optimized generation, detection, and tracking network for images with drainage pipeline defects20
Encoder–decoder with pyramid region attention for pixel‐level pavement crack recognition20
Predicting early‐age stress evolution in restrained concrete by thermo‐chemo‐mechanical model and active ensemble learning20
A K‐Net‐based deep learning framework for automatic rock quality designation estimation20
Complex frequency identification using real modal shapes for a structure with proportional damping19
A bridge point cloud databank for digital bridge understanding19
Transformer‐based framework for accurate segmentation of high‐resolution images in structural health monitoring19
Attention‐optimized 3D segmentation and reconstruction system for sewer pipelines employing multi‐view images19
Gait trajectory‐based interactive controller for lower limb exoskeletons for construction workers19
Reinforcement learning‐based approach for urban road project scheduling considering alternative closure types19
A structure‐oriented loss function for automated semantic segmentation of bridge point clouds18
Mountain railway alignment optimization integrating layouts of large‐scale auxiliary construction projects18
Genetic algorithm optimized frequency‐domain convolutional blind source separation for multiple leakage locations in water supply pipeline18
Joint column generation and Lagrangian relaxation technique for incident respondent location and allocation18
Modeling side slopes in vertical alignment resource road construction using convex optimization18
Automatic determination of 3D particle morphology from multiview images using uncertainty‐evaluated deep learning18
Vertical alignment optimization of mountain railways with terrain‐driven greedy algorithm improved by Monte Carlo tree search18
Multistage charging facility planning on the expressway coordinated with the power structure transformation18
A lightweight Transformer‐based neural network for large‐scale masonry arch bridge point cloud segmentation17
A blessing in peer review scientific publishing17
A hybrid spatial–temporal deep learning architecture for lane detection17
Optimizing net present values of risk avoidance for mountain railway alignments with seismic performance evaluation16
Introduction16
Fabulous story of 37 years of ongoing success of a leading and impactful journal16
Bayesian probabilistic representation of complex systems: With application to wave load modeling16
Issue Information ‐ TOC16
Consistent iterative algorithm for stochastic dynamic traffic assignment with a stable route set16
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An optimization strategy to improve the deep learning‐based recognition model of leakage in shield tunnels16
Estimator for generalization performance of machine learning model trained by biased data collected from multiple references16
A hybrid ontology‐based semantic and machine learning model for the prediction of spring breakup16
Adaptive compensation using long short‐term memory networks for improved control performance in real‐time hybrid simulation16
Issue Information16
Real‐time ergonomic risk assessment in construction using a co‐learning‐powered 3D human pose estimation model16
A probabilistic deep reinforcement learning approach for optimal monitoring of a building adjacent to deep excavation15
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A night pavement crack detection method based on image‐to‐image translation15
Research on autonomous path planning and tracking control methods for unmanned electric shovels15
Prior knowledge‐infused neural network for efficient performance assessment of structures through few‐shot incremental learning15
Deep neural network based time–frequency decomposition for structural seismic responses training with synthetic samples15
An adversarial diverse deep ensemble approach for surrogate‐based traffic signal optimization15
Integrating spatial and channel attention mechanisms with domain knowledge in convolutional neural networks for friction coefficient prediction15
Automated flatness assessment for large quantities of full‐scale precast beams using laser scanning15
Bolt loosening assessment using ensemble vision models for automatic localization and feature extraction with target‐free perspective adaptation15
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Generating network representations of small‐scale infrastructure using generally available data14
Cover Image, Volume 38, Issue 1714
Structural performance‐based anomaly detection for velocity pulse14
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Cover Image, Volume 39, Issue 1314
Shovel point optimization for unmanned loader based on pile reconstruction13
Cover Image, Volume 39, Issue 313
Cover Image, Volume 39, Issue 913
Issue Information13
Active learning method for risk assessment of distributed infrastructure systems13
Collaborative passenger flow control for an urban rail transit network13
Cover Image, Volume 39, Issue 613
Issue Information ‐ TOC12
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Cover Image, Volume 37, Issue 1112
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 En12
An outstanding journal for intelligent infrastructure12
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Mechanical state inversion method for structural performance evaluation of existing suspension bridges using 3D laser scanning12
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Cover Image, Volume 38, Issue 1812
Seismic adaptive control of building structures with simultaneous sensor and damper faults based on dynamic neural network11
Intelligent design of shear wall layout based on diffusion models11
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Research on the feasibility of visual measurement using first‐person perspective based on smartphones11
Optimal route design of electric transit networks considering travel reliability11
Knowledge‐enhanced graph neural networks for construction material quantity estimation of reinforced concrete buildings11
A decentralized unsupervised structural condition diagnosis approach using deep auto‐encoders11
Cover Image, Volume 39, Issue 1111
Automatic far‐field camera calibration for construction scene analysis11
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Issue Information11
Geometry physics neural operator solver for solid mechanics11
Damage detection of nonlinear structures using probability density ratio estimation10
A deep marked graph process model for citywide traffic congestion forecasting10
A deep‐learning framework for classifying the type, location, and severity of bridge damage using drive‐by measurements10
Privacy‐preserving awareness in sensor deployment for traffic flow surveillance10
A response‐compatible ground motion generation method using physics‐guided neural networks10
A grid‐based classification and box‐based detection fusion model for asphalt pavement crack10
CACAIE: The best compendium for nature‐inspired algorithms and their applications in civil engineering10
Cover Image, Volume 39, Issue 510
Deep learning for post‐hurricane aerial damage assessment of buildings10
A multi‐objective genetic algorithm strategy for robust optimal sensor placement10
Exploring and exploiting ant colony optimization algorithm for vertical highway alignment development10
An automation solution to convert CAD engineering drawings into railroad station models10
A unified normalization method for homography estimation using combined point and line correspondences9
Scenario‐oriented repetitive project scheduling optimization9
Deep semantic segmentation for visual understanding on construction sites9
Issue Information9
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Spatiotemporal matching method for tracking pavement distress using high‐frequency detection data9
Detecting cracks in concrete structures with the baseline model of the visual characteristics of images9
Reconstruction of sub‐mm 3D pavement images using recursive generative adversarial network for faster texture measurement9
Image‐based monitoring of bolt loosening through deep‐learning‐based integrated detection and tracking9
Remote robotic system for 3D measurement of concrete damage in tunnel with ground vehicle and manipulator8
A 2D‐connected automated vehicle car‐following control algorithm8
Noise‐robust structural response estimation method using short‐time Fourier transform and long short‐term memory8
A coordinated ramp metering framework based on heterogeneous causal inference8
Early damage detection by an innovative unsupervised learning method based on kernel null space and peak‐over‐threshold8
Multifidelity approach for data‐driven prediction models of structural behaviors with limited data8
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Announcing the 2022 Hojjat Adeli Award for Innovation in Computing8
A deterministic algorithm for nonlinear, fatigue‐based structural health monitoring8
Issue Information8
A deep learning‐based image captioning method to automatically generate comprehensive explanations of bridge damage8
Self‐training approach for crack detection using synthesized crack images based on conditional generative adversarial network8
End‐to‐end generation of structural topology for complex architectural layouts with graph neural networks8
Training of construction robots using imitation learning and environmental rewards8
Cover Image, Volume 38, Issue 148
Cover Image, Volume 39, Issue 168
Component‐level point cloud completion of bridge structures using deep learning8
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In‐fleet structural health monitoring of roadway bridges using connected and autonomous vehicles’ data8
Automatic concrete defect detection and reconstruction by aligning aerial images onto semantic‐rich building information model8
Automated reconstruction model of a cross‐sectional drawing from stereo photographs based on deep learning8
Nonplanar sensing skins for structural health monitoring based on electrical resistance tomography8
Reinforcement learning‐based control to suppress the transient vibration of semi‐active structures subjected to unknown harmonic excitation8
A decoupled algorithm for cable parameter identification by frequency‐ratio‐offset8
Mechanical–transport–chemical modeling of electrochemical repair methods for corrosion‐induced cracking in marine concrete7
Simultaneous optimization of 3D alignments and station locations for dedicated high‐speed railways7
Methodology to integrate augmented reality and pattern recognition for crack detection7
Iterative application of generative adversarial networks for improved buried pipe detection from images obtained by ground‐penetrating radar7
Explainable probabilistic deep learning framework for seismic assessment of structures using distribution‐free prediction intervals7
Automatic generation of fine‐grained traffic load spectrum via fusion of weigh‐in‐motion and vehicle spatial–temporal information7
Efficient simulation of wind fields based on the factorization of wavenumber‐frequency joint spectrum7
Damage‐level classification considering both correlation between image and text data and confidence of attention map7
Autonomous 3D vision‐based bolt loosening assessment using micro aerial vehicles7
Sparse‐sensing and superpixel‐based segmentation model for concrete cracks7
Lost data neural semantic recovery framework for structural health monitoring based on deep learning7
Mainshock–aftershock sequence simulation via latent space encoding of generative adversarial networks6
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