Computer-Aided Civil and Infrastructure Engineering

Article	Citations
	163
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Cover Image, Volume 39, Issue 7	141
Cover Image, Volume 39, Issue 7	137
Cover Image, Volume 37, Issue 14	115
Introduction	110
Geoacoustic and geophysical data‐driven seafloor sediment classification through machine learning algorithms with property‐centered oversampling techniques	104
Cover Image, Volume 38, Issue 5	99
Issue Information - TOC	98
Issue Information	94
Multi-stage detection of warped ceiling panel using ensemble vision models for automated localization and quantification	93
Issue Information	92
Cover Image, Volume 40, Issue 19	84
Genetic algorithm optimized frequency‐domain convolutional blind source separation for multiple leakage locations in water supply pipeline	84
Aggregation formulation for on‐site multidepot vehicle scheduling scenario	83
Cover Image, Volume 38, Issue 9	80
Parallel heterogeneous data‐fusion convolutional neural networks for improved rail bridge strike detection	79
Infrastructure deterioration modeling with an inhomogeneous continuous time Markov chain: A latent state approach with analytic transition probabilities	78
A maintenance-aware machine learning framework for network-level highway pavement condition prediction	78
Rapid regional assessment of post‐hazard structures and transportation infrastructure using aerial images	77
Using machine learning to analyze and predict construction task productivity	74
Simulation of mixed traffic with cooperative lane changes	73
Assessing the reliability of surrogate-based inverse identification beyond forward accuracy: A diagnostic framework for pavement systems	73
Tiny-Crack-Net: A multiscale feature fusion network with attention mechanisms for segmentation of tiny cracks	71
A deep learning framework based on improved self‐supervised learning for ground‐penetrating radar tunnel lining inspection	71

A dynamic neural network model for the identification of asbestos roofings in hyperspectral images covering a large regional area	66
Aeroelastic force prediction via temporal fusion transformers	66
A structure‐oriented loss function for automated semantic segmentation of bridge point clouds	66
Vision‐based fatigue crack automatic perception and geometric updating of finite element model for welded joint in steel structures	65
Multi‐objective optimization of nonlinear passive control systems for seismic response mitigation of bridges	62
A hierarchical progressive recognition network for building change detection in high‐resolution remote sensing images	62
Real‐time anomaly detection in construction equipment operations using unsupervised audio signal processing	61
Record length coefficient in up-crossing rate analysis for design wind velocities	60
Traffic signal optimization for emissions mitigation in urban road networks with contraflow left‐turn lanes	60
Issue Information	59
Integrating triple attention convolutional network with multi‐objective optimization for excavation‐induced deformation prediction	59
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Cover Image, Volume 39, Issue 16	57
Cover Image, Volume 39, Issue 6	55
An automation solution to convert CAD engineering drawings into railroad station models	55
Issue Information	54
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Cover Image, Volume 40, Issue 20	53
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Deep spatial‐temporal embedding for vehicle trajectory validation and refinement	52
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Network models for temporal data reconstruction for dam health monitoring	51
Training of construction robots using imitation learning and environmental rewards	51
A coordinated ramp metering framework based on heterogeneous causal inference	51
A 2D‐connected automated vehicle car‐following control algorithm	51
A deep learning‐based image captioning method to automatically generate comprehensive explanations of bridge damage	51
Bolt loosening assessment using ensemble vision models for automatic localization and feature extraction with target‐free perspective adaptation	50
Damage‐level classification considering both correlation between image and text data and confidence of attention map	50
Vertical alignment optimization of mountain railways with terrain-driven greedy algorithm improved by Monte Carlo tree search	50
An adversarial diverse deep ensemble approach for surrogate‐based traffic signal optimization	49
Intelligent design of shear wall layout based on diffusion models	48
End‐to‐end generation of structural topology for complex architectural layouts with graph neural networks	47
A smartphone-based bicycle pavement health monitoring framework with dual-purpose indicators for inspection prioritization	47
Autoencoder‐based method to assess bridge health monitoring data quality	46
Hidden structural information reconstruction and seismic response analysis of high‐rise residential shear wall buildings with limited structural data	46
Automatic pixel‐level crack detection with multi‐scale feature fusion for slab tracks	46
Integrating spatial and channel attention mechanisms with domain knowledge in convolutional neural networks for friction coefficient prediction	46
Asynchronous decentralized traffic signal coordinated control in urban road network	45
Visible-infrared imagery and deep learning for UAV-based automated levee hazard detection	45
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Integrated optimization of multi‐vehicle‐type timetabling and scheduling to accommodate periodic passenger flow	45
Cover Image, Volume 40, Issue 23	44
Cover Image, Volume 40, Issue 31	44
Issue Information - TOC	43
Introduction	42
Issue Information	42
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Cover Image, Volume 40, Issue 4	41
Telescopic broad Bayesian learning for big data stream	40
Issue Information	40
Cover Image, Volume 40, Issue 18	40
Cover Image, Volume 40, Issue 10	40
Cover Image, Volume 40, Issue 13	40
Improving single‐stage activity recognition of excavators using knowledge distillation of temporal gradient data	39
A deep learning approach for construction vehicles fill factor estimation and bucket detection in extreme environments	39
Optimization of passenger flow control and parallel bus bridging in urban rail transit based on intelligent transport infrastructure	39
Enhanced three-dimensional instance segmentation using multi-feature extracting point cloud neural network	39
Large-scale structural health monitoring using composite recurrent neural networks and grid environments	39
Large language model for post‐earthquake structural damage assessment of buildings	38
Fine‐grained crack segmentation for high‐resolution images via a multiscale cascaded network	38
An automated machine learning approach for classifying infrastructure cost data	38
Probabilistic risk assessment framework for cost overruns predictions in infrastructure projects using randomized simulations	38
Traffic estimation in work zones using a custom regression model and data augmentation	38
A crack detection and quantification framework for high‐resolution images using Mamba and unmanned devices	38
Thermal contraction coordination behavior between unbound aggregate layer and asphalt mixture overlay based on the finite difference and discrete element coupling method	38
Multimodal Mamba with multitask learning for building flood damage assessment using synthetic aperture radar remote sensing imagery	38
Interpretable physics-informed graph neural networks for flood forecasting	37
Virtual sensing of seismic floor responses for rapid prioritization of critical equipment inspection in nuclear power plants	37
Damage index based on the strain‐to‐displacement relation for health monitoring of railway bridges	37
Attention‐guided multiscale neural network for defect detection in sewer pipelines	37
Machine learning–informed soil conditioning for mechanized shield tunneling	37
Attention-enhanced dual-stage deep learning for automated tunnel crack detection and quantification	37
Post‐earthquake functionality assessment of subway stations considering the interdependency among sub‐systems	36
Heterogeneous data-based spatiotemporal trajectory synchronization for virtual–real interactive testing	36
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A method for detecting construction deviations in large and complex building structures utilizing synthetic point clouds for segmentation	36
Knowledge‐guided generative adversarial networks for intelligent design of internal supporting structures in foundation pits	35
Corrigendum to “control strategy for stable formation of high‐speed virtually coupled trains with disturbances and delays”	35
A simulation‐based approach for optimizing the placement of dedicated lanes for autonomous vehicles in large‐scale networks	35
End‐to‐end instance segmentation framework for automated pavement distress assessment using unmanned aerial vehicle‐derived digital orthophoto maps	35
Coloring and fusing architectural sketches by combining a Y‐shaped generative adversarial network and a denoising diffusion implicit model	35
Corrigendum to “Deep spatial‐temporal embedding for vehicle trajectory validation and refinement”	35
Seismic robustness computational methodology of community building portfolio coupled with water supply network based on probability‐cloud model	35
Intelligent detection of subsurface road targets using a combined numerical simulation and deep learning method	34
Exact Dirichlet boundary multi‐resolution hash encoding solver for structures	34
Enhanced precision in axle configuration inference for bridge weigh‐in‐motion systems using computer vision and deep learning	34
Computational generation of multiphase asphalt nanostructures using random fields	34
A central difference attention multi‐modal segmentation network integrating continual learning and graph convolution diffusion algorithms for complex road crack segmentation	34
Cover Image, Volume 40, Issue 2	34
Cover Image, Volume 40, Issue 26	34
Cover Image, Volume 40, Issue 17	34
A rapid simplified method for determining tsunami inundation extent based on energy conservation	33
Issue Information	32
A spatiotemporal control method at isolated intersections under mixed‐autonomy traffic conditions	32
Cover Image, Volume 40, Issue 7	32
Time–cost combined optimization in planning infrastructure construction projects under environment induced time‐window constraints	32
Reinforcement response prediction of composite‐concrete beams with crack patterns and deep learning	32
Issue Information	32
Characterizing zebra crossing zones using LiDAR data	31
An optimized and precise road crack segmentation network in complex scenarios	31
Decentralized coordination for truck platooning	31
Structural identification of material properties and load parameters using a differentiable material point method	31
Real‐time network‐level traffic signal and trajectory optimization with connected automated and human‐driven vehicles	30
Hierarchical nondestructive detection of full‐scene suspended ceiling systems using point cloud	30
Dynamic urban traffic rerouting with fog‐cloud reinforcement learning	30
Aftershock probabilistic seismic hazard analysis based on enhanced Bayesian network considering frequency information	30
CrisiSense-RAG: Crisis sensing multimodal retrieval-augmented generation for rapid disaster impact assessment	30
Machine learning models for predicting the International Roughness Index of asphalt concrete overlays on Portland cement concrete pavements	30
Estimation of load for tunnel lining in elastic soil using physics‐informed neural network	30
Modal identification of wind turbine tower based on optimal fractional order statistical moments	30
Multiattribute multitask transformer framework for vision‐based structural health monitoring	29
Implicit function‐based continuous representation for meticulous segmentation of cracks from high‐resolution images	29
Adaptive stochastic deterioration modeling for evaluating pavement survey schedules in relation to performance and management cost	29
Signed distance function–biased flow importance sampling for implicit neural compression of flow fields	29
Regeneration of pavement surface textures using M‐sigmoid‐normalized generative adversarial networks	29
Automated visual surveying of vehicle heights to help measure the risk of overheight collisions using deep learning and view geometry	28
Context‐aware trajectory prediction for autonomous driving in heterogeneous environments	28
Sequential aero‐structural optimization method for efficient bridge design	28
Data‐driven optimization of wind pressure sensor placement on low‐rise buildings using computational fluid dynamics and multi‐resolution dynamic mode decomposition	28
Method for calculating pressure losses in the pipelines of slurry shield tunneling based on coupled simulation of computational fluid dynamics and discrete element method	28
A nodal-based evolutionary optimization algorithm for frame structures	28
Efficient bridge damage detection using a lightweight attention‐based modeling framework	28
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Diagnosis method for the structural uplift of a water‐rich shield tunnel based on the spatiotemporal characteristics of the densely distributed strain data	27
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Scalable AI computational framework for seismic response simulation of million-scale urban building clusters	27
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Optimizing multiple equipment scheduling for U‐shaped automated container terminals considering loading and unloading operations	27
Anchor-free arbitrary-oriented construction vehicle detection with orientation-aware Gaussian heatmap	26
Cover Image, Volume 40, Issue 30	26
Introduction	26
Issue Information ‐ TOC	26
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Extensible prototype learning for real‐time traffic signal control	26
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Analysis on Braess paradox and network design considering parking in the autonomous vehicle environment	25
Constraint‐aware optimization model for plane truss structures via single‐agent gradient descent	25
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Damage scenario analysis of bridges using crowdsourced smartphone data from passing vehicles	25
A multibranch and multiattention framework for floor plan segmentation	25
Parallel optimization method of train scheduling and shunting at complex high‐speed railway stations	25
Adaptive feature expansion and fusion model for precast component segmentation	25
Cover Image, Volume 40, Issue 12	25
Natural language processing‐based deep transfer learning model across diverse tabular datasets for bond strength prediction of composite bars in concrete	24
Balancing confidence and precision in real-time bus arrival time prediction with uncertainty quantification	24
Two algorithms for reconstructing vertical alignments exploring the neural dynamics model of Adeli and Park	24
Semi-supervised pipe video temporal defect interval localization	24
Ontology‐driven intelligent assessment system for dam structural safety based on spatiotemporal anomaly detection framework	24
Generative adversarial network based on domain adaptation for crack segmentation in shadow environments	24
Data‐driven distributionally robust optimization of railway alignments in earthquake‐prone regions considering active fault zone risks	24
Prestressing wire breakage monitoring using sound event detection	24
A lightweight design method for internal pavement crack recognition models using ground penetrating radar	24
Cover Image, Volume 38, Issue 16	24
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Hybrid random aggregation model and Bayesian optimization‐based convolutional neural network for estimating the concrete compressive strength	23
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A geometric‐identification–free mathematical model for recreating nonsymmetric horizontal railway alignments	23
A lightweight binocular vision‐supported framework for 3D structural dynamic response monitoring	23
Advancing the white phase mobile traffic control paradigm to consider pedestrians	22
Automated image localization to support rapid building reconnaissance in a large-scale area	22
Theoretical analysis, simulation, and field experiment for vibration mitigation of suspender cables/hangers using the four‐wire pendulum tuned mass damper	22
Cover Image, Volume 40, Issue 19	22
Selection of the modeling resolution of infrastructure	22
Issue Information	22
Virtual reality‐based dynamic scene recreation and robot teleoperation for hazardous environments	22
Integrating posture‐hour constraints into construction scheduling to enhance workforce wellbeing	22
Cost‐effective excavator pose reconstruction with physical constraints	22
Freight rail activity inventory system using a vision‐based deep learning framework	22
Deep Q‐network learning‐based active speed management under autonomous driving environments	22
Unsupervised pavement anomaly detection via conditional diffusion model and domain adaptive feature selection	22
Cover Image, Volume 40, Issue 3	22
Cover Image, Volume 40, Issue 21	22
Collaborative optimization of intersection signals and speed guidance for buses run on overlapping route segments under connected environment	21
AI‐enabled airport runway pavement distress detection using dashcam imagery	21
Self‐training with Bayesian neural networks and spatial priors for unsupervised domain adaptation in crack segmentation	21
Informativeness‐guided active learning for deep learning–based façade defects detection	21
Simulation‐driven deep learning for rebar clutter elimination in ground‐penetrating radar images to detect backfill grout defects in segment linings	21
A streamlined approach for probabilistic pavement life‐cycle performance prediction via physics‐informed neural networks	21
Collaborative control of traffic signal and variable guiding lane for isolated intersection under connected and automated vehicle environment	21
Assessment of road network vulnerability using multilayer perceptron surrogates with automated closure propagation	21
Intelligent monitoring and evaluation for the prefabricated construction schedule	21
Self‐supervised domain adaptive approach for extrapolated crack segmentation with fine‐tuned inpainting generative model	21
Material augmented semantic segmentation of point clouds for building elements	21
Deep learning-based automatic detection of muck types for earth pressure balance shield tunneling in soft ground	21
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Cover Image, Volume 39, Issue 10	20
Issue Information	20
Operational-level centralized maintenance scheduling optimization for urban rail transit infrastructure under network conditions	20
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A K-Net-based deep learning framework for automatic rock quality designation estimation	20
Vision-based modal identification and weight estimation of vehicles	20
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Cover Image, Volume 40, Issue 28	20
Severe rail wear detection with rail running band images	20
A non‐contact identification method of overweight vehicles based on computer vision and deep learning	20
A method for suspenders tension identification of bridges based on the spatio‐temporal correlation between the girder strain and suspenders tension	19
Three‐dimensional morphological analysis of Chang'e‐5 lunar soil using deep learning‐automated segmentation on computed tomography scans	19
Damage detection for railway bridges using time‐frequency decomposition and conditional generative model	19
Post-disaster damage classification based on deep multi-view image fusion	19
Encoder–decoder with pyramid region attention for pixel‐level pavement crack recognition	19
Equipment activity recognition and early fault detection in automated construction through a hybrid machine learning framework	19
A learning model predictive control for virtual coupling in intelligent train control systems	19
Intention‐aware robot motion planning for safe worker–robot collaboration	19
Design and performance evaluation of steel beam members with plate‐type locally resonant metamaterials for vibration control	19
A displacement measurement methodology for deformation monitoring of long‐span arch bridges during construction based on scalable multi‐camera system	18
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Structural performance‐based anomaly detection for velocity pulse	18
Issue Information	18
Seismic adaptive control of building structures with simultaneous sensor and damper faults based on dynamic neural network	18
A response‐compatible ground motion generation method using physics‐guided neural networks	18
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	18
Shovel point optimization for unmanned loader based on pile reconstruction	18
An adaptive algorithm for identifying and characterizing multi-pulse ground motions	18
Component‐level point cloud completion of bridge structures using deep learning	18
Cover Image, Volume 40, Issue 8	18
Issue Information	18
A deep neural network framework for real-time on-site estimation of acceleration response spectra of seismic ground motions	17
Characterization of mechanical properties of shale constituent minerals using phase‐identified nanoindentation	17