Computer-Aided Civil and Infrastructure Engineering

Article	Citations
Graph neural network and reinforcement learning for multi‐agent cooperative control of connected autonomous vehicles	130
Automatic detection method of tunnel lining multi‐defects via an enhanced You Only Look Once network	113
Efficient training of physics‐informed neural networks via importance sampling	109
Optimization of electric bus scheduling considering stochastic volatilities in trip travel time and energy consumption	105
Real‐time regional seismic damage assessment framework based on long short‐term memory neural network	101
Cross‐scene pavement distress detection by a novel transfer learning framework	87
Crack detection using fusion features‐based broad learning system and image processing	86
Hybrid deep learning architecture for rail surface segmentation and surface defect detection	83
Early damage detection by an innovative unsupervised learning method based on kernel null space and peak‐over‐threshold	72
Deep learning for post‐hurricane aerial damage assessment of buildings	71
A deep learning‐based image captioning method to automatically generate comprehensive explanations of bridge damage	69
Tiny‐Crack‐Net: A multiscale feature fusion network with attention mechanisms for segmentation of tiny cracks	68
Semi‐supervised learning based on convolutional neural network and uncertainty filter for façade defects classification	65
Homography‐based structural displacement measurement for large structures using unmanned aerial vehicles	63
Balanced semisupervised generative adversarial network for damage assessment from low‐data imbalanced‐class regime	61
Hybrid semantic segmentation for tunnel lining cracks based on Swin Transformer and convolutional neural network	61
Dual attention deep learning network for automatic steel surface defect segmentation	58
Structural damage detection and localization using decision tree ensemble and vibration data	57
Mechanical–transport–chemical modeling of electrochemical repair methods for corrosion‐induced cracking in marine concrete	55
Multistage semisupervised active learning framework for crack identification, segmentation, and measurement of bridges	53
Bayesian‐optimized unsupervised learning approach for structural damage detection	51
Autonomous detection of damage to multiple steel surfaces from 360° panoramas using deep neural networks	51
A multi‐objective genetic algorithm strategy for robust optimal sensor placement	50
A novel U‐shaped encoder–decoder network with attention mechanism for detection and evaluation of road cracks at pixel level	49
A deep reinforcement learning approach to mountain railway alignment optimization	49

A knowledge‐enhanced deep reinforcement learning‐based shape optimizer for aerodynamic mitigation of wind‐sensitive structures	48
Deep semantic segmentation for visual understanding on construction sites	48
Real‐time structural displacement estimation by fusing asynchronous acceleration and computer vision measurements	48
Intelligent pixel‐level detection of multiple distresses and surface design features on asphalt pavements	47
Automated crack assessment and quantitative growth monitoring	46
Dynamics‐based cross‐domain structural damage detection through deep transfer learning	45
Spatiotemporal gated graph attention network for urban traffic flow prediction based on license plate recognition data	44
A platoon regulation algorithm to improve the traffic performance of highway work zones	43
Multicategory damage detection and safety assessment of post‐earthquake reinforced concrete structures using deep learning	42
A decentralized unsupervised structural condition diagnosis approach using deep auto‐encoders	42
A robust prediction model for displacement of concrete dams subjected to irregular water‐level fluctuations	41
Autoencoders for unsupervised real‐time bridge health assessment	39
Deep generative Bayesian optimization for sensor placement in structural health monitoring	39
A hierarchical framework for improving ride comfort of autonomous vehicles via deep reinforcement learning with external knowledge	38
Image‐based monitoring of bolt loosening through deep‐learning‐based integrated detection and tracking	37
Toward a general unsupervised novelty detection framework in structural health monitoring	37
A deep neural network framework for real‐time on‐site estimation of acceleration response spectra of seismic ground motions	37
The development of Gaussian process regression for effective regional post‐earthquake building damage inference	37
An optimization strategy to improve the deep learning‐based recognition model of leakage in shield tunnels	37
Stability prediction for asphalt mixture based on evolutional characterization of aggregate skeleton	36
A night pavement crack detection method based on image‐to‐image translation	36
A deep reinforcement learning‐based distributed connected automated vehicle control under communication failure	36
Deep learning‐based object identification with instance segmentation and pseudo‐LiDAR point cloud for work zone safety	36
Large‐scale structural health monitoring using composite recurrent neural networks and grid environments	36
Pixel‐level multicategory detection of visible seismic damage of reinforced concrete components	35
Real‐time automatic crack detection method based on drone	34
Estimation of railway track longitudinal irregularity using vehicle response with information compression and Bayesian deep learning	33
A compressive sensing method for processing and improving vision‐based target‐tracking signals for structural health monitoring	32
Construction site information decentralized management using blockchain and smart contracts	32
Automatic concrete defect detection and reconstruction by aligning aerial images onto semantic‐rich building information model	32
Noncontact deflection measurement for bridge through a multi‐UAVs system	32
A hybrid deep learning model for predictive flood warning and situation awareness using channel network sensors data	32
Indoor camera pose estimation via style‐transfer 3D models	32
Automatic pixel‐level crack detection with multi‐scale feature fusion for slab tracks	32
Multifidelity approach for data‐driven prediction models of structural behaviors with limited data	32
A self‐sparse generative adversarial network for autonomous early‐stage design of architectural sketches	31
Deformation forecasting of a hydropower dam by hybridizing a long short‐term memory deep learning network with the coronavirus optimization algorithm	31
Exploring and exploiting ant colony optimization algorithm for vertical highway alignment development	31
A discrete lattice model for assessment of buildability performance of 3D‐printed concrete	30
Post‐disaster damage classification based on deep multi‐view image fusion	30
Collaborative control of traffic signal and variable guiding lane for isolated intersection under connected and automated vehicle environment	30
A procedure to model and design elastomeric‐based isolation systems for the seismic protection of rocking art objects	29
Lost data neural semantic recovery framework for structural health monitoring based on deep learning	28
Proactive proximity monitoring with instance segmentation and unmanned aerial vehicle‐acquired video‐frame prediction	28
Sparse‐sensing and superpixel‐based segmentation model for concrete cracks	28
Blockchain technology and smart contract for civil structural health monitoring system	28
A hybrid metaheuristic method for optimization of active tuned mass dampers	28
A computational framework for fluid–structure interaction with applications on stability evaluation of breakwater under combined tsunami–earthquake activity	27
Deep learning–based nondestructive evaluation of reinforcement bars using ground‐penetrating radar and electromagnetic induction data	27
A sigmoid‐optimized encoder–decoder network for crack segmentation with copy‐edit‐paste transfer learning	27

Vortex‐induced vibration measurement of a long‐span suspension bridge through noncontact sensing strategies	27
A decision‐making methodology for risk‐informed earthquake early warning	27
Computer‐vision‐based differential remeshing for updating the geometry of finite element model	27
A hybrid spatial–temporal deep learning architecture for lane detection	27
Deep reinforcement learning for automated design of reinforced concrete structures	26
An algorithm for random generation of admissible horizontal alignments for optimum layout design	26
Modeling of microstructural effects on the creep of hardened cement paste using an experimentally informed lattice model	26
Finicky transfer learning—A method of pruning convolutional neural networks for cracks classification on edge devices	26
Octree‐based point cloud simulation to assess the readiness of highway infrastructure for autonomous vehicles	26
3D convolutional neural network‐based one‐stage model for real‐time action detection in video of construction equipment	26
A methodology for measuring the total displacements of structures using a laser–camera system	26
Control strategy for stable formation of high‐speed virtually coupled trains with disturbances and delays	26
Deep convolutional generative adversarial networks for the generation of numerous artificial spectrum‐compatible earthquake accelerograms using a limited number of ground motion records	25
Simultaneous optimization of 3D alignments and station locations for dedicated high‐speed railways	25
Structure‐PoseNet for identification of dense dynamic displacement and three‐dimensional poses of structures using a monocular camera	25
Dual Bayesian inference for risk‐informed vibration‐based damage diagnosis	25
Transformer‐optimized generation, detection, and tracking network for images with drainage pipeline defects	25
Wireless SmartVision system for synchronized displacement monitoring of railroad bridges	25
Trajectory control in roundabouts with a mixed fleet of automated and human‐driven vehicles	25
A 3D reconstruction method for buildings based on monocular vision	24
A deterministic algorithm for nonlinear, fatigue‐based structural health monitoring	24
Multi‐agent modeling of hazard–household–infrastructure nexus for equitable resilience assessment	24
Complex frequency identification using real modal shapes for a structure with proportional damping	24
Automatic modeling of prefabricated components with laser‐scanned data for virtual trial assembly	24
Processing of mobile laser scanning data for large‐scale deformation monitoring of anchored retaining structures along highways	24
Pixel‐level thin crack detection on road surface using convolutional neural network for severely imbalanced data	22
A robust real‐time method for identifying hydraulic tunnel structural defects using deep learning and computer vision	22
Stochastic lattice discrete particle modeling of fracture in pervious concrete	21
Automatic generation of fine‐grained traffic load spectrum via fusion of weigh‐in‐motion and vehicle spatial–temporal information	21
Traffic signal optimization for partially observable traffic system and low penetration rate of connected vehicles	21
High‐performance vibration isolation technique using passive negative stiffness and semiactive damping	20
Active learning method for risk assessment of distributed infrastructure systems	20
Design of the submerged horizontal plate breakwater using a fully coupled hydroelastic approach	20
A graph convolution network‐deep reinforcement learning model for resilient water distribution network repair decisions	20
Prompt engineering for zero‐shot and few‐shot defect detection and classification using a visual‐language pretrained model	20
Convolutional neural network for automated classification of jointed plain concrete pavement conditions	20
Active learning structural model updating of a multisensory system based on Kriging method and Bayesian inference	20
Evidential transformer for pavement distress segmentation	19
Graph‐based deep learning model for knowledge base completion in constraint management of construction projects	19
Automated visual surveying of vehicle heights to help measure the risk of overheight collisions using deep learning and view geometry	19
Simulation of mixed traffic with cooperative lane changes	19
Integrating segmentation and parameter estimation for recreating vertical alignments	19
Asphalt pavement macrotexture reconstruction from monocular image based on deep convolutional neural network	19
A heuristic method to identify optimum seismic retrofit strategies for critical infrastructure systems	19
Elastic structural analysis based on graph neural network without labeled data	19
Multiattribute multitask transformer framework for vision‐based structural health monitoring	19
Resilience assessment of electrified road networks subject to charging station failures	19
3D vision‐based out‐of‐plane displacement quantification for steel plate structures using structure‐from‐motion, deep learning, and point‐cloud processing	18
Methodology for analyzing the trade‐offs associated with multi‐objective optimization in transportation asset management under uncertainty	18
Optimal location planning of electric bus charging stations with integrated photovoltaic and energy storage system	18
A distributed deep reinforcement learning–based integrated dynamic bus control system in a connected environment	18
Probabilistic vehicle weight estimation using physics‐constrained generative adversarial network	18
Large‐scale building damage assessment using a novel hierarchical transformer architecture on satellite images	18
Recording of bridge damage areas by 3D integration of multiple images and reduction of the variability in detected results	18
A computer vision‐based deep learning model to detect wrong‐way driving using pan–tilt–zoom traffic cameras	18
An efficient model for predicting the dynamic performance of fine aggregate matrix	18
Methodology to integrate augmented reality and pattern recognition for crack detection	18
Identifying safe intersection design through unsupervised feature extraction from satellite imagery	18
Chained machine learning model for predicting load capacity and ductility of steel fiber–reinforced concrete beams	17
Optimum distribution of seismic energy dissipation devices using neural network and fuzzy inference system	17
Recognizing object surface materials to adapt robotic disinfection in infrastructure facilities	16
Vision‐based real‐time marine and offshore structural health monitoring system using underwater robots	16
Random fields representation over manifolds via isometric feature mapping‐based dimension reduction	16
A robust subpixel refinement technique using self‐adaptive edge points matching for vision‐based structural displacement measurement	16
Optimal route design of electric transit networks considering travel reliability	16
Simulation‐based optimization method for arterial signal control considering traffic safety and efficiency under uncertainties	16
Meso‐scale modeling of chloride diffusivity in mortar subjected to corrosion‐induced cracking	16
Visualizing and quantifying small and nonstationary structural motions in video measurement	16
A vision monitoring system for multipoint deflection of large‐span bridge based on camera networking	16
A neural network–based approach for fill factor estimation and bucket detection on construction vehicles	16
Automated extraction of structural beam lines and connections from point clouds of steel buildings	16
Fuzzy‐based method for efficient seismic performance evaluation of structures with uncertainty	16
Multi‐defect segmentation from façade images using balanced copy–paste method	16
Building height calculation for an urban area based on street view images and deep learning	16
Mechanical state inversion method for structural performance evaluation of existing suspension bridges using 3D laser scanning	16
Sensitivity analysis and uncertainty quantification of a seismic risk model for road networks	15
Vision‐aided three‐dimensional damage quantification and finite element model geometric updating for reinforced concrete structures	15
Online estimation model for passenger flow state in urban rail transit using multi‐source data	15
A phase‐field lattice Boltzmann method for the solution of water‐entry and water‐exit problems	15
Morphological simplification of asphaltic mixture components for micromechanical simulation using finite element method	15

Broad Bayesian learning (BBL) for nonparametric probabilistic modeling with optimized architecture configuration	15
Characterization of the road profile and the rotational stiffness of supports in a bridge based on axle accelerations of a crossing vehicle	15
Game theory‐based metaheuristics for structural design optimization	15
Signal timing at an isolated intersection under mixed traffic environment with self‐organizing connected and automated vehicles	15
Contract bundling considerations in urban road project scheduling	15
Mountain railway alignment optimization integrating layouts of large‐scale auxiliary construction projects	15
Nonplanar sensing skins for structural health monitoring based on electrical resistance tomography	14
A Bayesian smoothing for input‐state estimation of structural systems	14
Predicting early‐age stress evolution in restrained concrete by thermo‐chemo‐mechanical model and active ensemble learning	14
Sampling‐based modified ant colony optimization method for high‐speed rail alignment development	14
Modeling adaptive platoon and reservation‐based intersection control for connected and autonomous vehicles employing deep reinforcement learning	14
A consistent second‐order hydrodynamic model in the time domain for floating structures with large horizontal motions	14
Displacement measurement of large structures using nonoverlapping field of view multi‐camera systems under six degrees of freedom ego‐motion	13
Modeling, equilibrium, and demand management for mobility and delivery services in Mobility‐as‐a‐Service ecosystems	13
Intelligent recognition of joints and fissures in tunnel faces using an improved mask region‐based convolutional neural network algorithm	13
Detecting cracks in concrete structures with the baseline model of the visual characteristics of images	13
A decentralized robust control approach for virtually coupled train sets	13
Automatic far‐field camera calibration for construction scene analysis	13
Community resilience assessment via agent‐based modeling approach	12
A warning framework for avoiding vessel‐bridge and vessel‐vessel collisions based on generative adversarial and dual‐task networks	12
Characterizing asphalt mixtures with random aggregate gradations based on the three‐dimensional locally homogeneous model	12
Gait trajectory‐based interactive controller for lower limb exoskeletons for construction workers	12
Hazard ontology and 4D benchmark model for facilitation of automated construction safety requirement analysis	12
A stochastic programming approach to enhance the resilience of infrastructure under weather‐related risk	12
An accelerated boundary element method via cross approximation of integral kernels for large‐scale cathodic protection problems	12
Remote robotic system for 3D measurement of concrete damage in tunnel with ground vehicle and manipulator	12
A computational framework for selecting the optimal combination of seismic retrofit and insurance coverage	12
Hierarchical Bayesian modeling for knowledge transfer across engineering fleets via multitask learning	12
Measuring aggregate morphologies based on three‐dimensional curvature analysis	12
A graph‐based method for quantifying crack patterns on reinforced concrete shear walls	12
A shake table protocol for seismic assessment and qualification of acceleration‐sensitive nonstructural elements	12
Informativeness‐guided active learning for deep learning–based façade defects detection	11
Registration‐free point cloud generation technique using rotating mirrors	11
Visual–auditory learning network for construction equipment action detection	11
Iterative application of generative adversarial networks for improved buried pipe detection from images obtained by ground‐penetrating radar	11
Optimal planning of flood‐resilient electric vehicle charging stations	11
Equipment activity recognition and early fault detection in automated construction through a hybrid machine learning framework	11
Deep learning‐based automatic detection of muck types for earth pressure balance shield tunneling in soft ground	11
Similarity learning to enable building searches in post‐event image data	11
Visual–inertial structural acceleration measurement	11
Autonomous 3D vision‐based bolt loosening assessment using micro aerial vehicles	11
Severe rail wear detection with rail running band images	11
Systemic reliability of bridge networks with mobile sensing‐based model updating for postevent transportation decisions	11
Interpretable machine learning learns complex interactions of urban features to understand socio‐economic inequality	11
Automatic roller path tracking and mapping for pavement compaction using infrared thermography	11
Effective pavement skid resistance measurement using multi‐scale textures and deep fusion network	11
Using machine learning to analyze and predict construction task productivity	11
A meta–reinforcement learning algorithm for traffic signal control to automatically switch different reward functions according to the saturation level of traffic flows	10
Metrics and methods for evaluating model‐driven reality capture plans	10
Rate‐dependent fracture modeling of bituminous media using nonlinear viscoelastic cohesive zone with Gaussian damage function	10
Explainable probabilistic deep learning framework for seismic assessment of structures using distribution‐free prediction intervals	10
A lightweight encoder–decoder network for automatic pavement crack detection	10
Regeneration of pavement surface textures using M‐sigmoid‐normalized generative adversarial networks	10
Attention‐guided multiscale neural network for defect detection in sewer pipelines	10
A probabilistic deep reinforcement learning approach for optimal monitoring of a building adjacent to deep excavation	10
Damage detection of nonlinear structures using probability density ratio estimation	10
Enriched and discriminative convolutional neural network features for pedestrian re‐identification and trajectory modeling	10
Feasibility of energy harvesting from vertical pedestrian‐induced vibrations of footbridges for smart monitoring applications	10
Strain measurement based on cooperative operation with different smartphones	10
A grid‐based classification and box‐based detection fusion model for asphalt pavement crack	10
A methodology for scheduling within‐day roadway work zones using deep neural networks and active learning	10
Efficient simulation of wind fields based on the factorization of wavenumber‐frequency joint spectrum	9
Cooperative control of a platoon of connected autonomous vehicles and unconnected human‐driven vehicles	9
Intelligent recognition of defects in high‐speed railway slab track with limited dataset	9
Automated inspection and monitoring of member deformation in grid structures	9
Intelligent monitoring and evaluation for the prefabricated construction schedule	9
Context‐aware trajectory prediction for autonomous driving in heterogeneous environments	9
Multi‐objective optimization for community building group recovery scheduling and resilience evaluation under earthquake	9
A multipoint prediction model for nonlinear displacement of concrete dam	9
A nodal‐based evolutionary optimization algorithm for frame structures	9
Learning decision boundaries for cone penetration test classification	8
Impact of loss functions on semantic segmentation in far‐field monitoring	8
A Perturbed Markovian process with state‐dependent increments and measurement uncertainty in degradation modeling	8
Anchor‐adaptive railway track detection from unmanned aerial vehicle images	8
Segment‐condition‐based railway track maintenance schedule optimization	8
Motion planning for efficient and safe module transportation in modular integrated construction	8
Ride comfort assessment for automated vehicles utilizing a road surface model and Monte Carlo simulations	8
Bayesian neural networks with physics‐aware regularization for probabilistic travel time modeling	8
Optimization of annual planned rail maintenance	8
Optimization and performance of metafoundations for seismic isolation of small modular reactors	8
Improving the speed of global parallel optimization on PDE models with processor affinity scheduling	8
A linear Bayesian filter for input and state estimation of structural systems	8
A modal‐based Kalman filtering framework for mode extraction and decomposition of damped structures	8
Joint power distribution and charging network design for electrified mobility with user equilibrium decisions	8
Automatic feature type selection in digital photogrammetry of piping	8
An integration–competition network for bridge crack segmentation under complex scenes	8
A data‐free, support vector machine‐based physics‐driven estimator for dynamic response computation	8
Decentralized coordination for truck platooning	8
Multiclass seismic damage detection of buildings using quantum convolutional neural network	8
Determination of minimum horizontal curve radius for safe stopping sight distance of vehicles overpassing truck platoons	8
Encoder–decoder with pyramid region attention for pixel‐level pavement crack recognition	8
A deep‐learning framework for classifying the type, location, and severity of bridge damage using drive‐by measurements	7
Seismic adaptive control of building structures with simultaneous sensor and damper faults based on dynamic neural network	7
A unified normalization method for homography estimation using combined point and line correspondences	7
A deep learning framework based on improved self‐supervised learning for ground‐penetrating radar tunnel lining inspection	7