Computer-Aided Civil and Infrastructure Engineering

Papers
(The median citation count of Computer-Aided Civil and Infrastructure Engineering is 2. 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 2021-10-01 to 2025-10-01.)
ArticleCitations
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, March171
Introduction120
111
Issue Information ‐ TOC109
Issue Information91
Aeroelastic force prediction via temporal fusion transformers85
Geoacoustic and geophysical data‐driven seafloor sediment classification through machine learning algorithms with property‐centered oversampling techniques85
Cover Image, Volume 40, Issue 1984
Tiny‐Crack‐Net: A multiscale feature fusion network with attention mechanisms for segmentation of tiny cracks83
Aggregation formulation for on‐site multidepot vehicle scheduling scenario78
Infrastructure deterioration modeling with an inhomogeneous continuous time Markov chain: A latent state approach with analytic transition probabilities73
Parallel heterogeneous data‐fusion convolutional neural networks for improved rail bridge strike detection70
Cover Image, Volume 37, Issue 1469
Cover Image, Volume 39, Issue 769
Cover Image, Volume 38, Issue 568
Cover Image, Volume 38, Issue 967
Multi‐stage detection of warped ceiling panel using ensemble vision models for automated localization and quantification67
Cover Image, Volume 39, Issue 765
Rapid regional assessment of post‐hazard structures and transportation infrastructure using aerial images63
Vision‐based fatigue crack automatic perception and geometric updating of finite element model for welded joint in steel structures60
Deep generative Bayesian optimization for sensor placement in structural health monitoring57
Genetic algorithm optimized frequency‐domain convolutional blind source separation for multiple leakage locations in water supply pipeline55
A structure‐oriented loss function for automated semantic segmentation of bridge point clouds55
Issue Information52
A dynamic neural network model for the identification of asbestos roofings in hyperspectral images covering a large regional area52
Using machine learning to analyze and predict construction task productivity52
52
A hierarchical progressive recognition network for building change detection in high‐resolution remote sensing images52
Issue Information51
A deep learning framework based on improved self‐supervised learning for ground‐penetrating radar tunnel lining inspection51
An automation solution to convert CAD engineering drawings into railroad station models50
Issue Information50
Cover Image, Volume 39, Issue 649
Cover Image, Volume 39, Issue 1648
Bolt loosening assessment using ensemble vision models for automatic localization and feature extraction with target‐free perspective adaptation47
A coordinated ramp metering framework based on heterogeneous causal inference47
An adversarial diverse deep ensemble approach for surrogate‐based traffic signal optimization46
Cover Image, Volume 40, Issue 2045
A 2D‐connected automated vehicle car‐following control algorithm45
Issue Information45
End‐to‐end generation of structural topology for complex architectural layouts with graph neural networks45
Network models for temporal data reconstruction for dam health monitoring43
Damage‐level classification considering both correlation between image and text data and confidence of attention map42
Issue Information42
Training of construction robots using imitation learning and environmental rewards42
Integrating spatial and channel attention mechanisms with domain knowledge in convolutional neural networks for friction coefficient prediction41
41
Deep spatial‐temporal embedding for vehicle trajectory validation and refinement41
41
Intelligent design of shear wall layout based on diffusion models40
Vertical alignment optimization of mountain railways with terrain‐driven greedy algorithm improved by Monte Carlo tree search39
Integrated optimization of multi‐vehicle‐type timetabling and scheduling to accommodate periodic passenger flow39
A deep learning‐based image captioning method to automatically generate comprehensive explanations of bridge damage39
Issue Information ‐ TOC38
Issue Information38
Cover Image, Volume 40, Issue 437
Autoencoder‐based method to assess bridge health monitoring data quality36
Cover Image, Volume 40, Issue 1336
Issue Information36
Cover Image, Volume 40, Issue 1036
Multimodal Mamba with multitask learning for building flood damage assessment using synthetic aperture radar remote sensing imagery35
Introduction35
35
Large language model for post‐earthquake structural damage assessment of buildings34
An automated machine learning approach for classifying infrastructure cost data34
Virtual sensing of seismic floor responses for rapid prioritization of critical equipment inspection in nuclear power plants34
Cover Image, Volume 40, Issue 1834
Issue Information33
Interpretable physics‐informed graph neural networks for flood forecasting33
Issue Information33
Thermal contraction coordination behavior between unbound aggregate layer and asphalt mixture overlay based on the finite difference and discrete element coupling method33
A deep learning approach for construction vehicles fill factor estimation and bucket detection in extreme environments33
Traffic estimation in work zones using a custom regression model and data augmentation33
Telescopic broad Bayesian learning for big data stream32
Optimization of passenger flow control and parallel bus bridging in urban rail transit based on intelligent transport infrastructure31
Cover Image, Volume 40, Issue 2331
Machine learning–informed soil conditioning for mechanized shield tunneling31
Attention‐guided multiscale neural network for defect detection in sewer pipelines30
Large‐scale structural health monitoring using composite recurrent neural networks and grid environments30
Damage index based on the strain‐to‐displacement relation for health monitoring of railway bridges30
Automatic pixel‐level crack detection with multi‐scale feature fusion for slab tracks30
Hidden structural information reconstruction and seismic response analysis of high‐rise residential shear wall buildings with limited structural data30
Asynchronous decentralized traffic signal coordinated control in urban road network29
Improving single‐stage activity recognition of excavators using knowledge distillation of temporal gradient data29
Enhanced three‐dimensional instance segmentation using multi‐feature extracting point cloud neural network29
Heterogeneous data‐based spatiotemporal trajectory synchronization for virtual–real interactive testing28
Issue Information28
Issue Information28
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 network28
27
Corrigendum to “Deep spatial‐temporal embedding for vehicle trajectory validation and refinement”27
A two‐stage recursive ray tracing algorithm to automatically identify external building objects in building information models27
An optimized and precise road crack segmentation network in complex scenarios27
Aftershock probabilistic seismic hazard analysis based on enhanced Bayesian network considering frequency information27
A nodal‐based evolutionary optimization algorithm for frame structures26
Cover Image, Volume 40, Issue 726
Sequential aero‐structural optimization method for efficient bridge design26
A rapid simplified method for determining tsunami inundation extent based on energy conservation26
A central difference attention multi‐modal segmentation network integrating continual learning and graph convolution diffusion algorithms for complex road crack segmentation26
Estimation of load for tunnel lining in elastic soil using physics‐informed neural network26
Cover Image, Volume 40, Issue 1725
Cover Image, Volume 40, Issue 225
Modal identification of wind turbine tower based on optimal fractional order statistical moments25
A simulation‐based approach for optimizing the placement of dedicated lanes for autonomous vehicles in large‐scale networks25
Exact Dirichlet boundary multi‐resolution hash encoding solver for structures25
Machine learning models for predicting the International Roughness Index of asphalt concrete overlays on Portland cement concrete pavements25
Regeneration of pavement surface textures using M‐sigmoid‐normalized generative adversarial networks25
Seismic robustness computational methodology of community building portfolio coupled with water supply network based on probability‐cloud model24
Method for calculating pressure losses in the pipelines of slurry shield tunneling based on coupled simulation of computational fluid dynamics and discrete element method24
Context‐aware trajectory prediction for autonomous driving in heterogeneous environments24
Post‐earthquake functionality assessment of subway stations considering the interdependency among sub‐systems24
Decentralized coordination for truck platooning24
Signed distance function–biased flow importance sampling for implicit neural compression of flow fields24
Automated visual surveying of vehicle heights to help measure the risk of overheight collisions using deep learning and view geometry24
Dynamic urban traffic rerouting with fog‐cloud reinforcement learning23
Coloring and fusing architectural sketches by combining a Y‐shaped generative adversarial network and a denoising diffusion implicit model23
Data‐driven optimization of wind pressure sensor placement on low‐rise buildings using computational fluid dynamics and multi‐resolution dynamic mode decomposition23
Characterizing zebra crossing zones using LiDAR data22
Structural identification of material properties and load parameters using a differentiable material point method22
Implicit function‐based continuous representation for meticulous segmentation of cracks from high‐resolution images22
End‐to‐end instance segmentation framework for automated pavement distress assessment using unmanned aerial vehicle‐derived digital orthophoto maps22
A spatiotemporal control method at isolated intersections under mixed‐autonomy traffic conditions22
Best journal in the field of civil engineering21
Multiattribute multitask transformer framework for vision‐based structural health monitoring21
Computational generation of multiphase asphalt nanostructures using random fields21
21
Issue Information ‐ TOC20
20
Analysis on Braess paradox and network design considering parking in the autonomous vehicle environment20
20
Introduction20
Constraint‐aware optimization model for plane truss structures via single‐agent gradient descent20
Issue Information20
Issue Information19
Adaptive feature expansion and fusion model for precast component segmentation19
Extensible prototype learning for real‐time traffic signal control19
Cover Image, Volume 40, Issue 1219
Toward a general unsupervised novelty detection framework in structural health monitoring19
Generative adversarial network based on domain adaptation for crack segmentation in shadow environments19
19
Anchor‐free arbitrary‐oriented construction vehicle detection with orientation‐aware Gaussian heatmap19
Parallel optimization method of train scheduling and shunting at complex high‐speed railway stations19
A multibranch and multiattention framework for floor plan segmentation18
Damage scenario analysis of bridges using crowdsourced smartphone data from passing vehicles18
Issue Information18
18
Natural language processing‐based deep transfer learning model across diverse tabular datasets for bond strength prediction of composite bars in concrete18
Data‐driven distributionally robust optimization of railway alignments in earthquake‐prone regions considering active fault zone risks18
17
Issue Information ‐ TOC17
Virtual reality‐based dynamic scene recreation and robot teleoperation for hazardous environments17
17
Semi‐supervised pipe video temporal defect interval localization17
Issue Information17
A streamlined approach for probabilistic pavement life‐cycle performance prediction via physics‐informed neural networks17
Cover Image, Volume 40, Issue 2117
Prestressing wire breakage monitoring using sound event detection17
17
Optimizing multiple equipment scheduling for U‐shaped automated container terminals considering loading and unloading operations17
Self‐supervised domain adaptive approach for extrapolated crack segmentation with fine‐tuned inpainting generative model17
Introduction17
A geometric‐identification–free mathematical model for recreating nonsymmetric horizontal railway alignments16
Two algorithms for reconstructing vertical alignments exploring the neural dynamics model of Adeli and Park16
Theoretical analysis, simulation, and field experiment for vibration mitigation of suspender cables/hangers using the four‐wire pendulum tuned mass damper16
Deep Q‐network learning‐based active speed management under autonomous driving environments16
Intelligent monitoring and evaluation for the prefabricated construction schedule16
Collaborative control of traffic signal and variable guiding lane for isolated intersection under connected and automated vehicle environment16
Collaborative optimization of intersection signals and speed guidance for buses run on overlapping route segments under connected environment16
Cost‐effective excavator pose reconstruction with physical constraints16
Cover Image, Volume 40, Issue 1916
Advancing the white phase mobile traffic control paradigm to consider pedestrians16
Material augmented semantic segmentation of point clouds for building elements15
Cover Image, Volume 38, Issue 1615
Hybrid random aggregation model and Bayesian optimization‐based convolutional neural network for estimating the concrete compressive strength15
Deep learning‐based automatic detection of muck types for earth pressure balance shield tunneling in soft ground15
A lightweight binocular vision‐supported framework for 3D structural dynamic response monitoring15
Automated image localization to support rapid building reconnaissance in a large‐scale area15
Informativeness‐guided active learning for deep learning–based façade defects detection15
Cover Image, Volume 40, Issue 315
Selection of the modeling resolution of infrastructure15
AI‐enabled airport runway pavement distress detection using dashcam imagery14
14
Post‐disaster damage classification based on deep multi‐view image fusion14
Damage detection for railway bridges using time‐frequency decomposition and conditional generative model14
Multistage semisupervised active learning framework for crack identification, segmentation, and measurement of bridges14
A method for suspenders tension identification of bridges based on the spatio‐temporal correlation between the girder strain and suspenders tension14
Issue Information14
14
Self‐training with Bayesian neural networks and spatial priors for unsupervised domain adaptation in crack segmentation14
14
A K‐Net‐based deep learning framework for automatic rock quality designation estimation14
Intention‐aware robot motion planning for safe worker–robot collaboration13
Issue Information13
Equipment activity recognition and early fault detection in automated construction through a hybrid machine learning framework13
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 En13
Learning error distribution kernel‐enhanced neural network methodology for multi‐intersection signal control optimization13
Cover Image, Volume 39, Issue 1013
Encoder–decoder with pyramid region attention for pixel‐level pavement crack recognition13
A hybrid metaheuristic method for optimization of active tuned mass dampers13
13
Characterization of mechanical properties of shale constituent minerals using phase‐identified nanoindentation13
Seismic adaptive control of building structures with simultaneous sensor and damper faults based on dynamic neural network13
Severe rail wear detection with rail running band images13
Three‐dimensional morphological analysis of Chang'e‐5 lunar soil using deep learning‐automated segmentation on computed tomography scans13
A non‐contact identification method of overweight vehicles based on computer vision and deep learning13
Issue Information ‐ TOC13
CACAIE: The best compendium for nature‐inspired algorithms and their applications in civil engineering13
Issue Information13
Design and performance evaluation of steel beam members with plate‐type locally resonant metamaterials for vibration control13
A deep neural network framework for real‐time on‐site estimation of acceleration response spectra of seismic ground motions12
Bi‐level stochastic programming for optimal modular construction yard deployment based on Benders decomposition12
Cover Image, Volume 40, Issue 1712
Issue Information12
Knowledge‐enhanced graph neural networks for construction material quantity estimation of reinforced concrete buildings12
Shovel point optimization for unmanned loader based on pile reconstruction12
A response‐compatible ground motion generation method using physics‐guided neural networks12
A lightweight Transformer‐based neural network for large‐scale masonry arch bridge point cloud segmentation12
Mechanical–transport–chemical modeling of electrochemical repair methods for corrosion‐induced cracking in marine concrete12
A displacement measurement methodology for deformation monitoring of long‐span arch bridges during construction based on scalable multi‐camera system12
Component‐level point cloud completion of bridge structures using deep learning12
Structural performance‐based anomaly detection for velocity pulse12
A decoupled algorithm for cable parameter identification by frequency‐ratio‐offset12
Cover Image, Volume 40, Issue 812
Multifidelity approach for data‐driven prediction models of structural behaviors with limited data12
11
Issue Information11
Integrated corridor management by cooperative traffic signal and ramp metering control11
Issue Information11
Visual–inertial structural acceleration measurement11
Issue Information ‐ TOC11
Cover Image, Volume 40, Issue 2111
11
A cooperative methodology for multi‐roller automation in pavement construction considering trajectory planning and collaborative operation11
Characterizing asphalt mixtures with random aggregate gradations based on the three‐dimensional locally homogeneous model11
11
Control strategy for stable formation of high‐speed virtually coupled trains with disturbances and delays11
Investigating the min‐cost minimum fleet problem through taxi data analysis11
11
Active learning structural model updating of a multisensory system based on Kriging method and Bayesian inference11
Combining transfer learning and statistical measures to predict performance of composite materials with limited data11
Dual‐reference approach for vision‐based structural displacement measurement using time‐varying Kalman filter11
Self‐training approach for crack detection using synthesized crack images based on conditional generative adversarial network11
Cover Image, Volume 38, Issue 210
Cover Image, Volume 38, Issue 410
Issue Information ‐ TOC10
Cover Image, Volume 38, Issue 1510
Cover Image, Volume 39, Issue 2410
Cover Image, Volume 39, Issue 1510
Multiclass seismic damage detection of buildings using quantum convolutional neural network10
0.2324161529541