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Computer-Aided Civil and Infrastructure Engineering, Volume 38
Volume 38, Number 1, January 2023
Research Articles
- Xiaoyu Liu, Shirley J. Dyke, Ali Lenjani, Ilias Bilionis
, Xin Zhang, Jongseong Choi:
Automated image localization to support rapid building reconnaissance in a large-scale area. 3-25 - Huan Luo, Stephanie German Paal:
A data-free, support vector machine-based physics-driven estimator for dynamic response computation. 26-48 - Weizhi Qiu
Heterogeneous data-based spatiotemporal trajectory synchronization for virtual-real interactive testing. 49-66 - Yongqi Dong
A hybrid spatial-temporal deep learning architecture for lane detection. 67-86 - Jawad Fayaz
A deep neural network framework for real-time on-site estimation of acceleration response spectra of seismic ground motions. 87-103 - Qinghua Han, Xuan Liu, Jie Xu, Tong Sun:
Research on the feasibility of visual measurement using first-person perspective based on smartphones. 104-118
Industrial Application
- Arya Haghighat, Anuj Sharma:
A computer vision-based deep learning model to detect wrong-way driving using pan-tilt-zoom traffic cameras. 119-132
Volume 38, Number 2, January 2023
Research Articles
- Enjian Cai, Yi Zhang
Visualizing and quantifying small and nonstationary structural motions in video measurement. 135-159 - Yanyan Chang, Rengkui Liu, Yuanjie Tang:
Segment-condition-based railway track maintenance schedule optimization. 160-193 - Linjun Lu, Fei Dai
Automated visual surveying of vehicle heights to help measure the risk of overheight collisions using deep learning and view geometry. 194-210 - Nusrat Suzana Momo, Warren L. Hare, Yves Lucet:
Modeling side slopes in vertical alignment resource road construction using convex optimization. 211-224 - Mehrshad Matinfar, Naser Khaji, Goodarz Ahmadi
Deep convolutional generative adversarial networks for the generation of numerous artificial spectrum-compatible earthquake accelerograms using a limited number of ground motion records. 225-240 - Botao Xie, Lixiao Zhang, Mingwei Ding, Weijie Li, Xuefeng Zhao:
Strain measurement based on cooperative operation with different smartphones. 241-252
Industrial Application
- Aparna Harichandran
Equipment activity recognition and early fault detection in automated construction through a hybrid machine learning framework. 253-268
Volume 38, Number 3, February 2023
Research Articles
- Kareem A. Eltouny
Large-scale structural health monitoring using composite recurrent neural networks and grid environments. 271-287 - Xuyu Zhang
A nodal-based evolutionary optimization algorithm for frame structures. 288-306 - Leila Hajibabai
Joint power distribution and charging network design for electrified mobility with user equilibrium decisions. 307-324 - Shuai Huang, Chuanzheng Liu:
A computational framework for fluid-structure interaction with applications on stability evaluation of breakwater under combined tsunami-earthquake activity. 325-352 - Ye Yuan
Active learning structural model updating of a multisensory system based on Kriging method and Bayesian inference. 353-371 - Wei-Chih Chern
Impact of loss functions on semantic segmentation in far-field monitoring. 372-390 - Xuzhong Yan, Hong Zhang, Wenyu Zhang:
Intelligent monitoring and evaluation for the prefabricated construction schedule. 391-407
Volume 38, Number 4, March 2023
Research Articles
- Ning Zhang, Alice Alipour
A stochastic programming approach to enhance the resilience of infrastructure under weather-related risk. 411-432 - Taoran Song, Hao Pu, Paul M. Schonfeld, Zhu Liang, Ming Zhang, Jianping Hu, Yuhui Zhou, Zhanjun Xu:
Mountain railway alignment optimization integrating layouts of large-scale auxiliary construction projects. 433-453 - Yifan Yao, Yang Zhou
Rolling-horizon-based strategy of fully cooperative traffic under signalized intersections. 454-469 - Yadong Xue, Yupeng Cao, Mingliang Zhou, Feng Zhang, Kai Shen, Fei Jia:
Rock mass fracture maps prediction based on spatiotemporal image sequence modeling. 470-488 - Qian Zhang
Optimal planning of flood-resilient electric vehicle charging stations. 489-507 - Shang Jiang
Partitioning of urban networks with polycentric congestion pattern for traffic management policies: Identifying protected networks. 508-527
Industrial Application
- Asim Bashir Khajwal, Chih-Shen Cheng
Post-disaster damage classification based on deep multi-view image fusion. 528-544
Volume 38, Number 5, March 2023
Research Articles
- Xiao Pan
3D vision-based out-of-plane displacement quantification for steel plate structures using structure-from-motion, deep learning, and point-cloud processing. 547-561 - Miaomin Wang, Fuyou Xu, Yan Xu, James M. W. Brownjohn:
A robust subpixel refinement technique using self-adaptive edge points matching for vision-based structural displacement measurement. 562-579 - Zhenjie Zheng, Mi Pan
Motion planning for efficient and safe module transportation in modular integrated construction. 580-600 - Jielin Chen
Deciphering the noisy landscape: Architectural conceptual design space interpretation using disentangled representation learning. 601-620 - Yafei Liu, Yang Zhou
Control strategy for stable formation of high-speed virtually coupled trains with disturbances and delays. 621-639 - Liang Zheng, Xiaoru Li:
Simulation-based optimization method for arterial signal control considering traffic safety and efficiency under uncertainties. 640-659
Industrial Application
- Khaled Hamad
Factorial design-machine learning approach for predicting incident durations. 660-680
Volume 38, Number 6, April 2023
Research Articles
- Francesco Laccone
Vorogrid: A static-aware variable-density Voronoi mesh to design the tube structure tessellation of tall buildings. 683-701 - Chengke Wu
Graph-based deep learning model for knowledge base completion in constraint management of construction projects. 702-719 - Jin Wang
Position-track-time three-dimensional network model-based improvement for high-speed rail scheduling and operation. 720-738 - Jin Shi, Yuxiao Zhang, Yunfeng Chen, Yingjie Wang:
A smoothness optimization method for horizontal alignment considering ballasted track maintenance. 739-761 - Zixia Xia, Shuai Guo, Di Sun, Yaozhi Lv, Honglie Li, Gang Pan:
Structure-aware dehazing of sewer inspection images based on monocular depth cues. 762-778 - Gyeongjun Kim, Jiwon Kang, Keemin Sohn
A meta-reinforcement learning algorithm for traffic signal control to automatically switch different reward functions according to the saturation level of traffic flows. 779-798
Industrial Application
- Xiao Li
Smart work package learning for decentralized fatigue monitoring through facial images. 799-817
Volume 38, Number 7, May 2023
Research Articles
- Lawrence A. Bull, Domenic Di Francesco, Maharshi Harshadbhai Dhada, Olof Steinert, Tony Lindgren, Ajith Kumar Parlikad, Andrew B. Duncan, Mark Girolami:
Hierarchical Bayesian modeling for knowledge transfer across engineering fleets via multitask learning. 821-848 - Shiqiao Meng, Zhiyuan Gao, Ying Zhou, Bin He, Abderrahim Djerrad
Real-time automatic crack detection method based on drone. 849-872 - Hong Zhang, Taoran Song, Paul M. Schonfeld, Hao Pu, Wei Li, Jianping Hu, Linya Liu:
Vertical alignment optimization of mountain railways with terrain-driven greedy algorithm improved by Monte Carlo tree search. 873-891 - Zhen Xu, Furong Zhang, Yingying Wu, Yajun Yang, Yuan Wu:
Building height calculation for an urban area based on street view images and deep learning. 892-906 - Yapeng Guo, Yang Xu, Jin Niu, Shunlong Li:
Anchor-free arbitrary-oriented construction vehicle detection with orientation-aware Gaussian heatmap. 907-919
Industrial Application
- Mohammad Aghababaei, Maria Koliou
Community resilience assessment via agent-based modeling approach. 920-939 - Dongming Zhang, Lei Fu, Hongwei Huang, Huiming Wu, Gang Li:
Deep learning-based automatic detection of muck types for earth pressure balance shield tunneling in soft ground. 940-955
Volume 38, Number 8, May 2023
Research Articles
- Valentina Giglioni, Ilaria Venanzi, Valentina Poggioni, Alfredo Milani, Filippo Ubertini:
Autoencoders for unsupervised real-time bridge health assessment. 959-974 - Ekin Ozer
Systemic reliability of bridge networks with mobile sensing-based model updating for postevent transportation decisions. 975-999 - Kaveh Malek, Ali Mohammadkhorasani, Fernando Moreu:
Methodology to integrate augmented reality and pattern recognition for crack detection. 1000-1019 - Wenliang Qian, Yang Xu, Hui Li:
A topology description function-enhanced neural network for topology optimization. 1020-1040 - Chenglong Liu, Nan Xu, Zihang Weng, Yishun Li, Yuchuan Du, Jing Cao:
Effective pavement skid resistance measurement using multi-scale textures and deep fusion network. 1041-1058 - Yuchuan Du, Jing Chen, Cong Zhao, Feixiong Liao
A hierarchical framework for improving ride comfort of autonomous vehicles via deep reinforcement learning with external knowledge. 1059-1078
Industrial Application
- Junjie Chen, Weisheng Lu, Jinfeng Lou:
Automatic concrete defect detection and reconstruction by aligning aerial images onto semantic-rich building information model. 1079-1098
Volume 38, Number 9, June 2023
Research Articles
- Mostafa Saneii, Ali Kazemeini, Sania Esmaeilzadeh Seilabi, Mohammad Miralinaghi, Samuel Labi:
A methodology for scheduling within-day roadway work zones using deep neural networks and active learning. 1101-1126 - Yingbin Gui, Biao Zhou, Xiongyao Xie:
Visual comfort generative design framework based on parametric network in underground space. 1127-1141 - Jie Shen, Wenjie Yan, Shengxian Qin, Xiaoyu Zheng:
A self-supervised monocular depth estimation model with scale recovery and transfer learning for construction scene analysis. 1142-1161 - Qihang Wang, Tianci Gao, Qing He, Yong Liu, Jun Wu, Ping Wang:
Severe rail wear detection with rail running band images. 1162-1180 - Yohee Han
Extensible prototype learning for real-time traffic signal control. 1181-1198 - Enjian Cai, Yi Zhang
Estimating small structural motions based on sparsity enforcement. 1199-1216
Industrial Application
- Giusiana Testa, Gaetano Zaccaria, Marcello Montanino
Infrastructure-level traffic micro-simulation for probabilistic analysis of bridge loads. 1217-1235
Volume 38, Number 10, 2023
RESEARCH ARTICLES
- Zhiyuan Hu, Futian Wang, Yuanjie Tang:
Scenario-oriented repetitive project scheduling optimization. 1239-1273 - Jae-Seung Hwang, Dae Kun Kwon, Ahsan Kareem:
A modal-based Kalman filtering framework for mode extraction and decomposition of damped structures. 1274-1289 - Peng Wang, Aaron C. Zecchin
Improved selection strategy for multi-objective evolutionary algorithms with application to water distribution optimization problems. 1290-1306 - Ling-han Song, Chen Wang, Jian-Sheng Fan, Hong-Ming Lu:
Elastic structural analysis based on graph neural network without labeled data. 1307-1323 - Dawei Gu, Shozab Mustafa
Reinforcement-concrete bond in discrete modeling of structural concrete. 1324-1345 - Duowei Li, Jianping Wu, Feng Zhu, Tianyi Chen, Yiik Diew Wong
Modeling adaptive platoon and reservation-based intersection control for connected and autonomous vehicles employing deep reinforcement learning. 1346-1364 - Chang Peng
A coordinated ramp metering framework based on heterogeneous causal inference. 1365-1380
INDUSTRIAL APPLICATION
- Yangtao Li, Tengfei Bao, Tianyu Li, Ruijie Wang:
A robust real-time method for identifying hydraulic tunnel structural defects using deep learning and computer vision. 1381-1399
Volume 38, Number 11, July 2023
RESEARCH ARTICLES
- Haoning Xi
Modeling, equilibrium, and demand management for mobility and delivery services in Mobility-as-a-Service ecosystems. 1403-1423 - Xiaohan Liu
Optimal location planning of electric bus charging stations with integrated photovoltaic and energy storage system. 1424-1446 - Tianxiang Fan
A dynamically bi-orthogonal solution method for a stochastic Lighthill-Whitham-Richards traffic flow model. 1447-1461 - Yan-Ping Liang, De-Cheng Feng, Xiaodan Ren, Jie Li:
Three-stage non-Gaussian homogeneous random field representation over manifolds. 1462-1482 - Qifeng Yu, Yihe Yin
Displacement measurement of large structures using nonoverlapping field of view multi-camera systems under six degrees of freedom ego-motion. 1483-1503 - Tao Li, Teng Wu:
Modeling nonlinear flutter behavior of long-span bridges using knowledge-enhanced long short-term memory network. 1504-1519
INDUSTRIAL APPLICATIONS
- Hongrak Pak, Samuel Leach, Seung Hyun Yoon, Stephanie German Paal:
A knowledge transfer enhanced ensemble approach to predict the shear capacity of reinforced concrete deep beams without stirrups. 1520-1535 - Gunwoo Yong
Prompt engineering for zero-shot and few-shot defect detection and classification using a visual-language pretrained model. 1536-1554
Volume 38, Number 12, August 2023
INTRODUCTION
- Oreste S. Bursi, Osamu Furuya:
Introduction. 1557
RESEARCH ARTICLES
- Tugberk Guner, Oreste S. Bursi, Silvano Erlicher:
Optimization and performance of metafoundations for seismic isolation of small modular reactors. 1558-1582 - Giacomo Destro Bisol
Analysis of seismically-isolated two-block systems using a multi-rocking-body dynamic model. 1583-1604 - Dominik Pisarski
Reinforcement learning-based control to suppress the transient vibration of semi-active structures subjected to unknown harmonic excitation. 1605-1621 - Jewoo Choi, Tongjun Cho, Hyo Seon Park:
Design and performance evaluation of steel beam members with plate-type locally resonant metamaterials for vibration control. 1622-1637 - Chiara Masnata
Efficient estimation of tuned liquid column damper inerter (TLCDI) parameters for seismic control of base-isolated structures. 1638-1656 - Juan Zhang, Gang Li, Mingyuan Zhang:
Multi-objective optimization for community building group recovery scheduling and resilience evaluation under earthquake. 1657-1676 - Mohamed Noureldin
Explainable probabilistic deep learning framework for seismic assessment of structures using distribution-free prediction intervals. 1677-1698
INDUSTRIAL APPLICATION
- Martino Zito
A shake table protocol for seismic assessment and qualification of acceleration-sensitive nonstructural elements. 1699-1726
Volume 38, Number 13, September 2023
RESEARCH ARTICLES
- Daijiro Mizutani
Infrastructure deterioration modeling with an inhomogeneous continuous time Markov chain: A latent state approach with analytic transition probabilities. 1730-1748 - Mohsen Ebrahimzadeh Hassanabadi
A linear Bayesian filter for input and state estimation of structural systems. 1749-1766 - Alberto M. Esmorís
Characterizing zebra crossing zones using LiDAR data. 1767-1788 - Panjie Li
Uncertainty quantification of structural flexibility identified from input-output measurement data for reliability analysis. 1789-1809 - Bowen Nie, Lei Nie, Huiling Fu, Xin Wu
Weekly line planning to improve the match between rail supply and passenger demand. 1810-1833 - Jianli Cong, Xue Yan, Rong Chen, Mingyuan Gao
Profile evaluation of rail joint in a 3-m wavelength based on unsupervised learning. 1834-1856
INDUSTRIAL APPLICATIONS
- Wei Guan
A deep learning approach for construction vehicles fill factor estimation and bucket detection in extreme environments. 1857-1878 - Yihe Yin
A vision monitoring system for multipoint deflection of large-span bridge based on camera networking. 1879-1891
CORRECTION
- Shuai Su:
Corrigendum to "control strategy for stable formation of high-speed virtually coupled trains with disturbances and delays". 1892
Volume 38, Number 14, September 2023
AWARD ANNOUNCEMENT
- Olivia Horne:
Announcing the 2022 Hojjat Adeli Award for Innovation in Computing. 1895
RESEARCH ARTICLES
- Miguel A. Vaquero-Serrano, Jesús Félez:
A decentralized robust control approach for virtually coupled train sets. 1896-1915 - Seunghoon Jung, Jaewon Jeoung, Dong-Eun Lee, Hyounseung Jang
Visual-auditory learning network for construction equipment action detection. 1916-1934 - Kun Feng
Characterization of the road profile and the rotational stiffness of supports in a bridge based on axle accelerations of a crossing vehicle. 1935-1954 - Chengyuan Ma
Signal timing at an isolated intersection under mixed traffic environment with self-organizing connected and automated vehicles. 1955-1972 - Baoyu Hu, Yangyang Fu, Shumin Feng:
Integrated optimization of multi-vehicle-type timetabling and scheduling to accommodate periodic passenger flow. 1973-1997 - Ceshi Sun, Gang Zheng, Xiaodong Zhang, Wenxiu Cai, Wenjun Gao, Peng Chen, Xuekun Zhou:
A decoupled algorithm for cable parameter identification by frequency-ratio-offset. 1998-2012
INDUSTRIAL APPLICATIONS
- Chao Fan, Jeffrey Xu, Barane Yoga Natarajan, Ali Mostafavi:
Interpretable machine learning learns complex interactions of urban features to understand socio-economic inequality. 2013-2029 - José Eugenio Naranjo, Alfredo Valle, Alberto Cruz, Miguel Martín, Miguel Anguera, Pablo García, Felipe Jiménez:
Automation of haulers for debris removal in tunnel construction. 2030-2045
Volume 38, Number 15, October 2023
RESEARCH ARTICLES
- Tianlong Zhang, Yan Gao, Tianci Gao, Paul M. Schonfeld, Yuecheng Wu, Ying Zhu, Shusheng Yang, Ping Wang, Qing He:
A sequential exploration algorithm for the design optimization of horizontal road alignment. 2049-2071 - Navjot Kaur, Cheng-Chun Lee, Ali Mostafavi, Ali Mahdavi-Amiri:
Large-scale building damage assessment using a novel hierarchical transformer architecture on satellite images. 2072-2091 - Jae-Seung Hwang, Dae Kun Kwon, Ahsan Kareem:
Frequency domain identification of modal characteristics and loads from output-only measurements. 2092-2108 - Duo Ma, Hongyuan Fang, Niannian Wang
Transformer-optimized generation, detection, and tracking network for images with drainage pipeline defects. 2109-2127 - Karsten W. Johansen
Hazard ontology and 4D benchmark model for facilitation of automated construction safety requirement analysis. 2128-2144 - Yuriko Okazaki, Shinichiro Okazaki, Shingo Asamoto
Estimator for generalization performance of machine learning model trained by biased data collected from multiple references. 2145-2162 - Yanfen Li, Hanxiang Wang, L. Minh Dang, Hyoung-Kyu Song, Hyeonjoon Moon:
Attention-guided multiscale neural network for defect detection in sewer pipelines. 2163-2179
INDUSTRIAL APPLICATION
- Seung-Bo Shim, Seong-Won Lee, Gye-Chun Cho, Jin Kim, Sung-Mo Kang:
Remote robotic system for 3D measurement of concrete damage in tunnel with ground vehicle and manipulator. 2180-2201
Volume 38, Number 16, November 2023
INTRODUCTION
- Introduction. 2205
RESEARCH ARTICLES
- Guolong Wang
Reconstruction of sub-mm 3D pavement images using recursive generative adversarial network for faster texture measurement. 2206-2224 - Jiale Lu
Regeneration of pavement surface textures using M-sigmoid-normalized generative adversarial networks. 2225-2241 - Can Jin, Shuliang Wang, Pengfei Liu, Xu Yang, Markus Oeser
Virtual modeling of asphalt mixture beam using density and distributional controls of aggregate contact. 2242-2256 - Ning Pan, Hao Liu, Difei Wu, Chenglong Liu, Yuchuan Du:
Spatiotemporal matching method for tracking pavement distress using high-frequency detection data. 2257-2278 - Bao-Luo Li
A grid-based classification and box-based detection fusion model for asphalt pavement crack. 2279-2299 - Thitirat Siriborvornratanakul:
Pixel-level thin crack detection on road surface using convolutional neural network for severely imbalanced data. 2300-2316 - Zheng Tong, Tao Ma, Weiguang Zhang, Ju Huyan:
Evidential transformer for pavement distress segmentation. 2317-2338
INDUSTRIAL APPLICATION
- Francisco J. Rodríguez-Lozano, Juan Carlos Gámez-Granados
Efficient data dimensionality reduction method for improving road crack classification algorithms. 2339-2354
Volume 38, Number 17, November 2023
INTRODUCTION
- Khalid M. Mosalam:
Introduction. 2357
RESEARCH ARTICLES
- Yuqing Gao, Jianfei Yang, Hanjie Qian, Khalid M. Mosalam:
Multiattribute multitask transformer framework for vision-based structural health monitoring. 2358-2377 - Qingzhao Kong, Jiaxuan Gu, Bing Xiong, Cheng Yuan:
Vision-aided three-dimensional damage quantification and finite element model geometric updating for reinforced concrete structures. 2378-2390 - Tatsuro Yamane
Recording of bridge damage areas by 3D integration of multiple images and reduction of the variability in detected results. 2391-2407 - Jingjing Guo, Qian Wang, Shu Su
Informativeness-guided active learning for deep learning-based façade defects detection. 2408-2425 - Said Quqa
Crack identification using electrical impedance tomography and transfer learning. 2426-2442 - Xiao Pan
Autonomous 3D vision-based bolt loosening assessment using micro aerial vehicles. 2443-2454 - Max Midwinter, Zaid Abbas Al-Sabbag, Chul Min Yeum:
Unsupervised defect segmentation with pose priors. 2455-2471 - Pang-jo Chun, M. Suzuki, Y. Kato:
Iterative application of generative adversarial networks for improved buried pipe detection from images obtained by ground-penetrating radar. 2472-2490
INDUSTRIAL APPLICATION
- Zhong Zhou, Junjie Zhang, Chenjie Gong:
Hybrid semantic segmentation for tunnel lining cracks based on Swin Transformer and convolutional neural network. 2491-2510
Volume 38, Number 18, December 2023
RESEARCH ARTICLES
- Anye Zhou, Srinivas Peeta, Jian Wang
Cooperative control of a platoon of connected autonomous vehicles and unconnected human-driven vehicles. 2513-2536 - Prasangsha Ganguly, Sayanti Mukherjee:
A simulation-based generalized framework to model vulnerability of interdependent critical infrastructure systems under incomplete information. 2537-2559 - Ran Yi, Yang Zhou, Jishun Ou
A 2D-connected automated vehicle car-following control algorithm. 2560-2575 - Liangze Yang, Sze Chun Wong
Bilevel optimization of a housing allocation and traffic emission problem in a predictive dynamic continuum transportation system. 2576-2596 - Asya Atik, Leila Hajibabai
Joint column generation and Lagrangian relaxation technique for incident respondent location and allocation. 2597-2613 - Audrey Olivier
Bayesian neural networks with physics-aware regularization for probabilistic travel time modeling. 2614-2631 - Marc Fina
On polymorphic uncertainty modeling in shell buckling. 2632-2647
INDUSTRIAL APPLICATIONS
- Wenlong Ye
Automatic pixel-level crack detection with multi-scale feature fusion for slab tracks. 2648-2665 - Lei Tong
Anchor-adaptive railway track detection from unmanned aerial vehicle images. 2666-2684
DISCUSSION
- Viktor Gribniak:
Discussion on Pak, Hongrak, Leach, Samuel, Yoon, Seung Hyun, and Paal, Stephanie German (2023) "A knowledge transfer enhanced ensemble approach to predict the shear capacity of reinforced concrete deep beams without stirrups." Computer-Aided Civil and Infrastructure Engineering, 38:11, 1520-1535. 2685-2687
RESPONSE
- Hongrak Pak, Samuel Leach, Seung Hyun Yoon, Stephanie German Paal:
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 Engineering, 38:11, 1520-1535. 2688-2689
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