Computer-Aided Civil and Infrastructure Engineering

(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. 500 papers]. The publications cover those that have been published in the past four years, i.e., from 2019-12-01 to 2023-12-01.)
Automated pavement crack detection and segmentation based on two‐step convolutional neural network170
Deep learning for data anomaly detection and data compression of a long‐span suspension bridge144
Generative adversarial network for road damage detection133
Real‐time crack assessment using deep neural networks with wall‐climbing unmanned aerial system115
Automatic detection method of cracks from concrete surface imagery using two‐step light gradient boosting machine105
Graph neural network and reinforcement learning for multi‐agent cooperative control of connected autonomous vehicles87
A deep‐learning‐based computer vision solution for construction vehicle detection85
Regional resilience analysis: A multiscale approach to optimize the resilience of interdependent infrastructure77
Uncertainty‐assisted deep vision structural health monitoring76
Deep reinforcement learning for long‐term pavement maintenance planning73
Optimization of electric bus scheduling considering stochastic volatilities in trip travel time and energy consumption73
Automatic detection method of tunnel lining multi‐defects via an enhanced You Only Look Once network72
Cross‐scene pavement distress detection by a novel transfer learning framework71
Real‐time regional seismic damage assessment framework based on long short‐term memory neural network70
Noncontact cable force estimation with unmanned aerial vehicle and computer vision68
Detecting safety helmet wearing on construction sites with bounding‐box regression and deep transfer learning61
Applicability of machine learning to a crack model in concrete bridges57
Crack detection using fusion features‐based broad learning system and image processing56
Automated crack evaluation of a high‐rise bridge pier using a ring‐type climbing robot54
Postdisaster image‐based damage detection and repair cost estimation of reinforced concrete buildings using dual convolutional neural networks54
Vibration‐based semantic damage segmentation for large‐scale structural health monitoring53
Automatic railroad track components inspection using real‐time instance segmentation52
Efficient training of physics‐informed neural networks via importance sampling52
Early damage detection by an innovative unsupervised learning method based on kernel null space and peak‐over‐threshold51
Hybrid deep learning architecture for rail surface segmentation and surface defect detection50
Semi‐supervised learning based on convolutional neural network and uncertainty filter for façade defects classification50
Façade defects classification from imbalanced dataset using meta learning‐based convolutional neural network48
Deep learning for post‐hurricane aerial damage assessment of buildings47
Balanced semisupervised generative adversarial network for damage assessment from low‐data imbalanced‐class regime46
Pavement defect detection with fully convolutional network and an uncertainty framework45
Machine learning and image processing approaches for estimating concrete surface roughness using basic cameras43
Structural damage detection and localization using decision tree ensemble and vibration data42
Homography‐based structural displacement measurement for large structures using unmanned aerial vehicles42
Computer vision‐based recognition of 3D relationship between construction entities for monitoring struck‐by accidents42
Autonomous detection of damage to multiple steel surfaces from 360° panoramas using deep neural networks41
Cable force estimation of a long‐span cable‐stayed bridge with microwave interferometric radar40
A deep reinforcement learning approach to mountain railway alignment optimization39
Shear loading detection of through bolts in bridge structures using a percussion‐based one‐dimensional memory‐augmented convolutional neural network39
Structural sensing with deep learning: Strain estimation from acceleration data for fatigue assessment37
A modified motion planning algorithm for horizontal highway alignment development36
A knowledge‐enhanced deep reinforcement learning‐based shape optimizer for aerodynamic mitigation of wind‐sensitive structures36
A generative adversarial network for travel times imputation using trajectory data36
A multi‐objective genetic algorithm strategy for robust optimal sensor placement36
Convolutional neural networks for pavement roughness assessment using calibration‐free vehicle dynamics36
A platoon regulation algorithm to improve the traffic performance of highway work zones36
Mechanical–transport–chemical modeling of electrochemical repair methods for corrosion‐induced cracking in marine concrete35
Bayesian‐optimized unsupervised learning approach for structural damage detection33
Network‐wide traffic speed forecasting: 3D convolutional neural network with ensemble empirical mode decomposition32
Tiny‐Crack‐Net: A multiscale feature fusion network with attention mechanisms for segmentation of tiny cracks32
A robust prediction model for displacement of concrete dams subjected to irregular water‐level fluctuations32
Real‐time structural displacement estimation by fusing asynchronous acceleration and computer vision measurements32
Automated crack assessment and quantitative growth monitoring31
Deep semantic segmentation for visual understanding on construction sites31
Multistage semisupervised active learning framework for crack identification, segmentation, and measurement of bridges30
Dynamics‐based cross‐domain structural damage detection through deep transfer learning30
A deep learning‐based image captioning method to automatically generate comprehensive explanations of bridge damage30
Dual attention deep learning network for automatic steel surface defect segmentation28
Mountain railway alignment optimization considering geological impacts: A cost‐hazard bi‐objective model28
A decentralized unsupervised structural condition diagnosis approach using deep auto‐encoders28
A critical evaluation of topology optimization results for strut‐and‐tie modeling of reinforced concrete28
Recognition of rust grade and rust ratio of steel structures based on ensembled convolutional neural network28
Combining deep features and activity context to improve recognition of activities of workers in groups27
The development of Gaussian process regression for effective regional post‐earthquake building damage inference27
Convex relaxation for efficient sensor layout optimization in large‐scale structures subjected to moving loads26
A hybrid deep learning model for predictive flood warning and situation awareness using channel network sensors data26
Tunnel condition assessment via cloud model‐based random forests and self‐training approach25
Pixel‐level multicategory detection of visible seismic damage of reinforced concrete components25
Estimating dynamic origin–destination demand: A hybrid framework using license plate recognition data25
Bayesian modeling of flood control networks for failure cascade characterization and vulnerability assessment25
Construction site information decentralized management using blockchain and smart contracts25
Modeling and field experiments on autonomous vehicle lane changing with surrounding human‐driven vehicles25
Bi‐objective mountain railway alignment optimization incorporating seismic risk assessment25
Image‐based monitoring of bolt loosening through deep‐learning‐based integrated detection and tracking25
A novel U‐shaped encoder–decoder network with attention mechanism for detection and evaluation of road cracks at pixel level24
Structure‐aware 3D reconstruction for cable‐stayed bridges: A learning‐based method24
Reinforcement learning‐based bird‐view automated vehicle control to avoid crossing traffic24
A sematic and prior‐knowledge‐aided monocular localization method for construction‐related entities24
Stability prediction for asphalt mixture based on evolutional characterization of aggregate skeleton24
Semiautomated social media analytics for sensing societal impacts due to community disruptions during disasters24
An optimization strategy to improve the deep learning‐based recognition model of leakage in shield tunnels24
A multilabel classification approach to identify hurricane‐induced infrastructure disruptions using social media data23
Exploring and exploiting ant colony optimization algorithm for vertical highway alignment development23
Toward a general unsupervised novelty detection framework in structural health monitoring23
A discrete lattice model for assessment of buildability performance of 3D‐printed concrete22
Simulation‐based dynamic traffic assignment: Meta‐heuristic solution methods with parallel computing22
A night pavement crack detection method based on image‐to‐image translation22
Coupling of microstructural and macrostructural computational approaches for asphalt pavements under rolling tire load22
Deformation forecasting of a hydropower dam by hybridizing a long short‐term memory deep learning network with the coronavirus optimization algorithm22
Deep generative Bayesian optimization for sensor placement in structural health monitoring22
Indoor camera pose estimation via style‐transfer 3D models22
Deep learning‐based object identification with instance segmentation and pseudo‐LiDAR point cloud for work zone safety21
Simultaneous optimization of 3D alignments and station locations for dedicated high‐speed railways21
Dynamic origin‐destination flow estimation using automatic vehicle identification data: A 3D convolutional neural network approach21
A decision‐making methodology for risk‐informed earthquake early warning21
Dual Bayesian inference for risk‐informed vibration‐based damage diagnosis21
A procedure to model and design elastomeric‐based isolation systems for the seismic protection of rocking art objects21
A hybrid metaheuristic method for optimization of active tuned mass dampers20
Spatiotemporal gated graph attention network for urban traffic flow prediction based on license plate recognition data20
Reducing the effect of sample bias for small data sets with double‐weighted support vector transfer regression20
A deep neural network framework for real‐time on‐site estimation of acceleration response spectra of seismic ground motions20
Asphalt pavement modulus backcalculation using surface deflections under moving loads20
Finicky transfer learning—A method of pruning convolutional neural networks for cracks classification on edge devices20
A methodology for measuring the total displacements of structures using a laser–camera system20
Complex frequency identification using real modal shapes for a structure with proportional damping20
Drone scheduling for construction site surveillance20
A compressive sensing method for processing and improving vision‐based target‐tracking signals for structural health monitoring20
Blockchain technology and smart contract for civil structural health monitoring system20
Clustering of designers based on building information modeling event logs20
Network‐level scheduling of road construction projects considering user and business impacts19
Processing of mobile laser scanning data for large‐scale deformation monitoring of anchored retaining structures along highways19
Deep reinforcement learning for automated design of reinforced concrete structures19
A self‐sparse generative adversarial network for autonomous early‐stage design of architectural sketches18
Optimization‐based three‐dimensional strut‐and‐tie model generation for reinforced concrete18
Noncontact deflection measurement for bridge through a multi‐UAVs system18
Automatic modeling of prefabricated components with laser‐scanned data for virtual trial assembly18
Octree‐based point cloud simulation to assess the readiness of highway infrastructure for autonomous vehicles18
Proactive proximity monitoring with instance segmentation and unmanned aerial vehicle‐acquired video‐frame prediction18
Multicategory damage detection and safety assessment of post‐earthquake reinforced concrete structures using deep learning18
Collaborative control of traffic signal and variable guiding lane for isolated intersection under connected and automated vehicle environment18
An algorithm for random generation of admissible horizontal alignments for optimum layout design18
A sigmoid‐optimized encoder–decoder network for crack segmentation with copy‐edit‐paste transfer learning17
Trajectory control in roundabouts with a mixed fleet of automated and human‐driven vehicles17
Cross‐comparison of convergence algorithms to solve trip‐based dynamic traffic assignment problems17
Identifying safe intersection design through unsupervised feature extraction from satellite imagery17
Estimation of railway track longitudinal irregularity using vehicle response with information compression and Bayesian deep learning17
Asphalt pavement macrotexture reconstruction from monocular image based on deep convolutional neural network16
Hybrid semantic segmentation for tunnel lining cracks based on Swin Transformer and convolutional neural network16
On‐line system identification of structures using wavelet‐Hilbert transform and sparse component analysis16
Active learning method for risk assessment of distributed infrastructure systems16
Deep learning–based nondestructive evaluation of reinforcement bars using ground‐penetrating radar and electromagnetic induction data16
Convolutional neural network for automated classification of jointed plain concrete pavement conditions16
A hierarchical framework for improving ride comfort of autonomous vehicles via deep reinforcement learning with external knowledge16
Vortex‐induced vibration measurement of a long‐span suspension bridge through noncontact sensing strategies16
Resilience assessment of electrified road networks subject to charging station failures16
Computer‐vision‐based differential remeshing for updating the geometry of finite element model16
A deep reinforcement learning‐based distributed connected automated vehicle control under communication failure15
Multifidelity approach for data‐driven prediction models of structural behaviors with limited data15
Modeling of microstructural effects on the creep of hardened cement paste using an experimentally informed lattice model15
Intelligent pixel‐level detection of multiple distresses and surface design features on asphalt pavements15
A deterministic algorithm for nonlinear, fatigue‐based structural health monitoring15
Integrating segmentation and parameter estimation for recreating vertical alignments15
Methodology for analyzing the trade‐offs associated with multi‐objective optimization in transportation asset management under uncertainty15
Benefits of ensemble models in road pavement cracking classification15
Fuzzy‐based method for efficient seismic performance evaluation of structures with uncertainty14
A computational framework for fluid–structure interaction with applications on stability evaluation of breakwater under combined tsunami–earthquake activity14
Sparse‐sensing and superpixel‐based segmentation model for concrete cracks14
Probabilistic vehicle weight estimation using physics‐constrained generative adversarial network14
Topological surrogates for computationally efficient seismic robustness optimization of water pipe networks14
Structure‐PoseNet for identification of dense dynamic displacement and three‐dimensional poses of structures using a monocular camera14
Design of the submerged horizontal plate breakwater using a fully coupled hydroelastic approach14
Estimation of internal corrosion degree from observed surface cracking of concrete using mesoscale simulation with Model Predictive Control14
Lost data neural semantic recovery framework for structural health monitoring based on deep learning14
Random fields representation over manifolds via isometric feature mapping‐based dimension reduction13
Multi‐agent modeling of hazard–household–infrastructure nexus for equitable resilience assessment13
Construction project scheduling under workspace interference13
Optimum distribution of seismic energy dissipation devices using neural network and fuzzy inference system13
High‐performance vibration isolation technique using passive negative stiffness and semiactive damping13
Game theory‐based metaheuristics for structural design optimization13
Morphological simplification of asphaltic mixture components for micromechanical simulation using finite element method12
Automatic far‐field camera calibration for construction scene analysis12
A 3D reconstruction method for buildings based on monocular vision12
Wavelet‐based approach of time series model for modal identification of a bridge with incomplete input12
A heuristic method to identify optimum seismic retrofit strategies for critical infrastructure systems12
Wireless SmartVision system for synchronized displacement monitoring of railroad bridges12
An efficient model for predicting the dynamic performance of fine aggregate matrix12
Large‐scale structural health monitoring using composite recurrent neural networks and grid environments12
Autoencoders for unsupervised real‐time bridge health assessment12
Meso‐scale modeling of chloride diffusivity in mortar subjected to corrosion‐induced cracking11
Broad Bayesian learning (BBL) for nonparametric probabilistic modeling with optimized architecture configuration11
Automatic generation of fine‐grained traffic load spectrum via fusion of weigh‐in‐motion and vehicle spatial–temporal information11
A phase‐field lattice Boltzmann method for the solution of water‐entry and water‐exit problems11
Recognizing object surface materials to adapt robotic disinfection in infrastructure facilities11
A Bayesian smoothing for input‐state estimation of structural systems11
A neural network–based approach for fill factor estimation and bucket detection on construction vehicles11
Simulation of mixed traffic with cooperative lane changes11
3D convolutional neural network‐based one‐stage model for real‐time action detection in video of construction equipment11
Multi‐defect segmentation from façade images using balanced copy–paste method11
An integrated transport and economic equilibrium model for autonomous transportation systems considering parking behavior11
Viscosity characterization of confined bitumen considering microaggregate‐bitumen interactions11
A consistent second‐order hydrodynamic model in the time domain for floating structures with large horizontal motions10
Mechanical state inversion method for structural performance evaluation of existing suspension bridges using 3D laser scanning10
Real‐time automatic crack detection method based on drone10
Automatic concrete defect detection and reconstruction by aligning aerial images onto semantic‐rich building information model10
Learning‐based image scale estimation using surface textures for quantitative visual inspection of regions‐of‐interest10
Optimal route design of electric transit networks considering travel reliability10
A distributed deep reinforcement learning–based integrated dynamic bus control system in a connected environment9
Pavement performance assessment using a cost‐effective wireless accelerometer system9
Stochastic lattice discrete particle modeling of fracture in pervious concrete9
Damage detection of nonlinear structures using probability density ratio estimation9
Collaborative duty cycling strategies in energy harvesting sensor networks9
Traffic signal optimization for partially observable traffic system and low penetration rate of connected vehicles9
Online estimation model for passenger flow state in urban rail transit using multi‐source data9
An integrated simulation method for coupled dynamic systems9
A graph convolution network‐deep reinforcement learning model for resilient water distribution network repair decisions9
Graph‐based deep learning model for knowledge base completion in constraint management of construction projects9
Contract bundling considerations in urban road project scheduling9
A computational framework for selecting the optimal combination of seismic retrofit and insurance coverage8
Automated visual surveying of vehicle heights to help measure the risk of overheight collisions using deep learning and view geometry8
Nonplanar sensing skins for structural health monitoring based on electrical resistance tomography8
Sampling‐based modified ant colony optimization method for high‐speed rail alignment development8
Sensitivity analysis and uncertainty quantification of a seismic risk model for road networks8
Feasibility of energy harvesting from vertical pedestrian‐induced vibrations of footbridges for smart monitoring applications8
A hybrid spatial–temporal deep learning architecture for lane detection8
A Perturbed Markovian process with state‐dependent increments and measurement uncertainty in degradation modeling8
Registration‐free point cloud generation technique using rotating mirrors8
Control strategy for stable formation of high‐speed virtually coupled trains with disturbances and delays8
Post‐disaster damage classification based on deep multi‐view image fusion8
An accelerated boundary element method via cross approximation of integral kernels for large‐scale cathodic protection problems7
Automatic pixel‐level crack detection with multi‐scale feature fusion for slab tracks7
Transformer‐optimized generation, detection, and tracking network for images with drainage pipeline defects7
Using machine learning to analyze and predict construction task productivity7
Automated extraction of structural beam lines and connections from point clouds of steel buildings7
Metrics and methods for evaluating model‐driven reality capture plans7
3D active dynamic actuation model for offshore cranes7
Determination of minimum horizontal curve radius for safe stopping sight distance of vehicles overpassing truck platoons7
A warning framework for avoiding vessel‐bridge and vessel‐vessel collisions based on generative adversarial and dual‐task networks7
Measuring aggregate morphologies based on three‐dimensional curvature analysis7
Detecting cracks in concrete structures with the baseline model of the visual characteristics of images7
Gait trajectory‐based interactive controller for lower limb exoskeletons for construction workers7
3D vision‐based out‐of‐plane displacement quantification for steel plate structures using structure‐from‐motion, deep learning, and point‐cloud processing6
Damping estimation using enhanced virtual dynamic shaker: A web‐enabled framework6
Hybrid physics‐based modeling and data‐driven method for diagnostics of masonry structures6
Mountain railway alignment optimization integrating layouts of large‐scale auxiliary construction projects6
Learning decision boundaries for cone penetration test classification6
Optimization of annual planned rail maintenance6
Decentralized coordination for truck platooning6
Calibration of the descent local search algorithm parameters using orthogonal arrays6
Recording of bridge damage areas by 3D integration of multiple images and reduction of the variability in detected results6
A computer vision‐based deep learning model to detect wrong‐way driving using pan–tilt–zoom traffic cameras6
Internal force monitoring and estimation of a long‐span ring beam using long‐gauge strain sensing6
A computational framework for finite element modeling of traveling loads on bridges in dynamic regime6
Automatic roller path tracking and mapping for pavement compaction using infrared thermography6
Computational morphogenesis of free‐form grid structures with Voronoi diagram6
Active learning structural model updating of a multisensory system based on Kriging method and Bayesian inference5
Visual–inertial structural acceleration measurement5
Efficient simulation of wind fields based on the factorization of wavenumber‐frequency joint spectrum5
Methodology to integrate augmented reality and pattern recognition for crack detection5
A methodology for scheduling within‐day roadway work zones using deep neural networks and active learning5
A shake table protocol for seismic assessment and qualification of acceleration‐sensitive nonstructural elements5
Simulation‐based optimization method for arterial signal control considering traffic safety and efficiency under uncertainties5
Modeling evacuation route choices under influence of variable message signs5
Similarity learning to enable building searches in post‐event image data5
Automated inspection and monitoring of member deformation in grid structures5
Characterizing asphalt mixtures with random aggregate gradations based on the three‐dimensional locally homogeneous model5
A unified normalization method for homography estimation using combined point and line correspondences5
Seismic adaptive control of building structures with simultaneous sensor and damper faults based on dynamic neural network5
Distributed and vectorized method of characteristics for fast transient simulations in water distribution systems5
Deep convolutional generative adversarial networks for the generation of numerous artificial spectrum‐compatible earthquake accelerograms using a limited number of ground motion records5
Visualizing and quantifying small and nonstationary structural motions in video measurement5
Building height calculation for an urban area based on street view images and deep learning5
A robust subpixel refinement technique using self‐adaptive edge points matching for vision‐based structural displacement measurement5
Rate‐dependent fracture modeling of bituminous media using nonlinear viscoelastic cohesive zone with Gaussian damage function5
Remote robotic system for 3D measurement of concrete damage in tunnel with ground vehicle and manipulator5
Optimal location planning of electric bus charging stations with integrated photovoltaic and energy storage system5
Ride comfort assessment for automated vehicles utilizing a road surface model and Monte Carlo simulations5
A deep learning model for the topological design of 2D periodic wave barriers5
A multipoint prediction model for nonlinear displacement of concrete dam5
Pixel‐level thin crack detection on road surface using convolutional neural network for severely imbalanced data5
A robust real‐time method for identifying hydraulic tunnel structural defects using deep learning and computer vision4
Systemic reliability of bridge networks with mobile sensing‐based model updating for postevent transportation decisions4
A stochastic programming approach to enhance the resilience of infrastructure under weather‐related risk4
Displacement measurement of large structures using nonoverlapping field of view multi‐camera systems under six degrees of freedom ego‐motion4
Consistent iterative algorithm for stochastic dynamic traffic assignment with a stable route set4
Community resilience assessment via agent‐based modeling approach4
A data‐free, support vector machine‐based physics‐driven estimator for dynamic response computation4
A nodal‐based evolutionary optimization algorithm for frame structures4
Strain measurement based on cooperative operation with different smartphones4
Joint power distribution and charging network design for electrified mobility with user equilibrium decisions4
Adaptive approximate Bayesian computation by subset simulation for structural model calibration4
A knowledge transfer enhanced ensemble approach to predict the shear capacity of reinforced concrete deep beams without stirrups4
Improving the speed of global parallel optimization on PDE models with processor affinity scheduling4
A two‐stage recursive ray tracing algorithm to automatically identify external building objects in building information models4
Large‐scale building damage assessment using a novel hierarchical transformer architecture on satellite images4
Distributed computing for region‐wide line source dispersion modeling3
Predicting early‐age stress evolution in restrained concrete by thermo‐chemo‐mechanical model and active ensemble learning3
Optimal planning of flood‐resilient electric vehicle charging stations3
An advanced local calibration method for mechanistic‐empirical pavement design3
Hazard ontology and 4D benchmark model for facilitation of automated construction safety requirement analysis3
Hierarchical Bayesian modeling for knowledge transfer across engineering fleets via multitask learning3
Computational generation of multiphase asphalt nanostructures using random fields3
A graph‐based method for quantifying crack patterns on reinforced concrete shear walls3
Bayesian probabilistic representation of complex systems: With application to wave load modeling3
Equipment activity recognition and early fault detection in automated construction through a hybrid machine learning framework3
Effective pavement skid resistance measurement using multi‐scale textures and deep fusion network3
A scalable, self‐supervised calibration and confounder removal model for opportunistic monitoring of road degradation3
Deep learning‐based automatic detection of muck types for earth pressure balance shield tunneling in soft ground3
Enriched and discriminative convolutional neural network features for pedestrian re‐identification and trajectory modeling3
Smart work package learning for decentralized fatigue monitoring through facial images3
Vision‐aided three‐dimensional damage quantification and finite element model geometric updating for reinforced concrete structures3
A vision monitoring system for multipoint deflection of large‐span bridge based on camera networking3
Segment‐condition‐based railway track maintenance schedule optimization3
Iterative application of generative adversarial networks for improved buried pipe detection from images obtained by ground‐penetrating radar3
Modeling, equilibrium, and demand management for mobility and delivery services in Mobility‐as‐a‐Service ecosystems3
Prompt engineering for zero‐shot and few‐shot defect detection and classification using a visual‐language pretrained model3
Rock mass fracture maps prediction based on spatiotemporal image sequence modeling3
Anchor‐adaptive railway track detection from unmanned aerial vehicle images3
Vision‐based real‐time marine and offshore structural health monitoring system using underwater robots3
Stochastic resource leveling optimization method for trading off float consumption and project completion probability3
Attention‐guided multiscale neural network for defect detection in sewer pipelines3
A grid‐based classification and box‐based detection fusion model for asphalt pavement crack3
Multi‐objective optimization for community building group recovery scheduling and resilience evaluation under earthquake2
Vertical alignment optimization of mountain railways with terrain‐driven greedy algorithm improved by Monte Carlo tree search2
Research on the feasibility of visual measurement using first‐person perspective based on smartphones2
Automated image localization to support rapid building reconnaissance in a large‐scale area2
Rolling‐horizon–based strategy of fully cooperative traffic under signalized intersections2
A topology description function‐enhanced neural network for topology optimization2
Transdisciplinary, expediency, and rigor of CACAIE2
Hybrid random aggregation model and Bayesian optimization‐based convolutional neural network for estimating the concrete compressive strength2
A decentralized robust control approach for virtually coupled train sets2
Vorogrid: A static‐aware variable‐density Voronoi mesh to design the tube structure tessellation of tall buildings2
Signal timing at an isolated intersection under mixed traffic environment with self‐organizing connected and automated vehicles2
A real‐time lane detection network using two‐directional separation attention2
Efficient data dimensionality reduction method for improving road crack classification algorithms2
Reconstruction of sub‐mm 3D pavement images using recursive generative adversarial network for faster texture measurement2
Estimator for generalization performance of machine learning model trained by biased data collected from multiple references2
Explainable probabilistic deep learning framework for seismic assessment of structures using distribution‐free prediction intervals2
Informativeness‐guided active learning for deep learning–based façade defects detection2
A deep learning framework based on improved self‐supervised learning for ground‐penetrating radar tunnel lining inspection2
Modeling nonlinear flutter behavior of long‐span bridges using knowledge‐enhanced long short‐term memory network2
Modeling and interpreting road geometry from a driver's perspective using variational autoencoders2
Deciphering the noisy landscape: Architectural conceptual design space interpretation using disentangled representation learning2
A meta–reinforcement learning algorithm for traffic signal control to automatically switch different reward functions according to the saturation level of traffic flows2
Joint location and assignment optimization of multi‐type fire vehicles2
Interpretable machine learning learns complex interactions of urban features to understand socio‐economic inequality2
Lane‐changing and freeway capacity: A Bayesian inference stochastic model2
Characterization of the road profile and the rotational stiffness of supports in a bridge based on axle accelerations of a crossing vehicle2
Scenario‐oriented repetitive project scheduling optimization2
Modeling side slopes in vertical alignment resource road construction using convex optimization2
A modal‐based Kalman filtering framework for mode extraction and decomposition of damped structures2
Evidential transformer for pavement distress segmentation2
Severe rail wear detection with rail running band images2
A Gaussian sampling heuristic estimation model for developing synthetic trip sets2
Elastic structural analysis based on graph neural network without labeled data2
Selection of the modeling resolution of infrastructure2
Extensible prototype learning for real‐time traffic signal control2
Optimization and performance of metafoundations for seismic isolation of small modular reactors2
A smoothness optimization method for horizontal alignment considering ballasted track maintenance2
Modeling adaptive platoon and reservation‐based intersection control for connected and autonomous vehicles employing deep reinforcement learning2