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ORCIDComputer-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, Wei ShangGuan, Baigen Cai, Linguo Chai:
Heterogeneous data-based spatiotemporal trajectory synchronization for virtual-real interactive testing. 49-66 - Yongqi Dong, Sandeep Patil, Bart van Arem, Haneen Farah:
A hybrid spatial-temporal deep learning architecture for lane detection. 67-86 - Jawad Fayaz, Carmine Galasso:
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, Ser Tong Quek:
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, Benny Raphael, Abhijit Mukherjee:
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, Xiao Liang:
Large-scale structural health monitoring using composite recurrent neural networks and grid environments. 271-287 - Xuyu Zhang, Yi Min Xie, Shiwei Zhou:
A nodal-based evolutionary optimization algorithm for frame structures. 288-306 - Leila Hajibabai, Asya Atik, Amir Mirheli:
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, Francis T. K. Au, Dong Yang, Jing Zhang:
Active learning structural model updating of a multisensory system based on Kriging method and Bayesian inference. 353-371 - Wei-Chih Chern, Tam V. Nguyen, Vijayan K. Asari, Hongjo Kim:
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, Jingxin Xia, Xin Wang, Xiaotian Li, Bin Ran:
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, Hao Yu, Guohui Zhang, Tianwei Ma:
Optimal planning of flood-resilient electric vehicle charging stations. 489-507 - Shang Jiang, Mehdi Keyvan-Ekbatani, Dong Ngoduy:
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, Arash Noshadravan:
Post-disaster damage classification based on deep multi-view image fusion. 528-544
Volume 38, Number 5, March 2023
Research Articles
- Xiao Pan, Tony T. Y. Yang:
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, Yi Yang, Wei Pan:
Motion planning for efficient and safe module transportation in modular integrated construction. 580-600 - Jielin Chen, Rudi Stouffs:
Deciphering the noisy landscape: Architectural conceptual design space interpretation using disentangled representation learning. 601-620 - Yafei Liu, Yang Zhou, Shuai Su, Jing Xun, Tao Tang:
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, Lubna Obaid, Salah Haridy, Waleed Zeiada, Ghazi G. Al-Khateeb:
Factorial design-machine learning approach for predicting incident durations. 660-680
Volume 38, Number 6, April 2023
Research Articles
- Francesco Laccone, Domenico Gaudioso, Luigi Malomo, Paolo Cignoni, Maurizio Froli:
Vorogrid: A static-aware variable-density Voronoi mesh to design the tube structure tessellation of tall buildings. 683-701 - Chengke Wu, Xiao Li, Rui Jiang, Yuanjun Guo, Jun Wang, Zhile Yang:
Graph-based deep learning model for knowledge base completion in constraint management of construction projects. 702-719 - Jin Wang, Chengbo Ai, Yongjun Chen, Runa A, Weidong Wang, Shi Qiu:
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, Jianhuan Zeng, Chen Chen, Hung-Lin Chi, Geoffrey Qiping Shen:
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, Arman Malekloo, Wasim Ramadan, Thanh T. X. Tran, Xuan Di:
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, Meixin Zhu:
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, Hyosun Lee, Youngchan Kim:
Extensible prototype learning for real-time traffic signal control. 1181-1198 - Enjian Cai, Yi Zhang, Xinzheng Lu, Xiaodong Ji, Yinbin Li, Jianying Li, Xinyu Song, Hong Zhang, Yong Liu:
Estimating small structural motions based on sparsity enforcement. 1199-1216
Industrial Application
- Giusiana Testa, Gaetano Zaccaria, Marcello Montanino, Georgios Baltzopoulos, Antonio Bilotta, Iunio Iervolino, Vincenzo Punzo:
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, Holger R. Maier:
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, Jinlong Pan, Mladena Lukovic:
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, Chengcheng Xu:
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, Yili Tang, S. Travis Waller, Amer Shalaby:
Modeling, equilibrium, and demand management for mobility and delivery services in Mobility-as-a-Service ecosystems. 1403-1423 - Xiaohan Liu, Xiaoyue Liu, Xingying Zhang, Yirong Zhou, Jianli Chen, Xiaolei Ma:
Optimal location planning of electric bus charging stations with integrated photovoltaic and energy storage system. 1424-1446 - Tianxiang Fan, Sze Chun Wong, Zhiwen Zhang, Jie Du:
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, Yueqiang Zhang, Wenjun Chen, Biao Hu, Xiaolin Liu:
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, Kahyun Jeon, Daeyoung Gil, Ghang Lee:
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, Matthew J. DeJong, Domenico Liberatore, Luigi Sorrentino:
Analysis of seismically-isolated two-block systems using a multi-rocking-body dynamic model. 1583-1604 - Dominik Pisarski, Lukasz Jankowski:
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, Alberto Di Matteo, Christoph Adam, Antonina Pirrotta:
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, Tamer Abuhmed, Melike Saygi, Jinkoo Kim:
Explainable probabilistic deep learning framework for seismic assessment of structures using distribution-free prediction intervals. 1677-1698
INDUSTRIAL APPLICATION
- Martino Zito, Danilo D'Angela, Giuseppe Maddaloni, Gennaro Magliulo:
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, Xian-Xun Yuan:
Infrastructure deterioration modeling with an inhomogeneous continuous time Markov chain: A latent state approach with analytic transition probabilities. 1730-1748 - Mohsen Ebrahimzadeh Hassanabadi, Zihao Liu, Saeed Eftekhar Azam, Daniel Dias-da-Costa:
A linear Bayesian filter for input and state estimation of structural systems. 1749-1766 - Alberto M. Esmorís, David López Vilariño, David Fernández-Arango, Francisco-Alberto Varela-García, José Carlos Cabaleiro, Francisco F. Rivera:
Characterizing zebra crossing zones using LiDAR data. 1767-1788 - Panjie Li, Tongkuai Zhao, Jian Zhang, Jiabei Wei, Maria Q. Feng, Dongming Feng, Shengli 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, Boyang An, Huiyue Tang, Yuan Wang, Ping Wang:
Profile evaluation of rail joint in a 3-m wavelength based on unsupervised learning. 1834-1856
INDUSTRIAL APPLICATIONS
- Wei Guan, Zeren Chen, Shuai Wang, Guoqiang Wang, Jianbo Guo, Zhengbin Liu:
A deep learning approach for construction vehicles fill factor estimation and bucket detection in extreme environments. 1857-1878 - Yihe Yin, Qifeng Yu, Biao Hu, Yueqiang Zhang, Wenjun Chen, Xiaolin Liu, Xiaohua Ding:
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, TaeHoon Hong:
Visual-auditory learning network for construction equipment action detection. 1916-1934 - Kun Feng, Miguel Casero, Arturo González:
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, Chunhui Yu, Cheng Zhang, Xiaoguang Yang:
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, Hongfang Lu, John Matthews, Chao Zhang:
Transformer-optimized generation, detection, and tracking network for images with drainage pipeline defects. 2109-2127 - Karsten W. Johansen, Carl P. L. Schultz, Jochen Teizer:
Hazard ontology and 4D benchmark model for facilitation of automated construction safety requirement analysis. 2128-2144 - Yuriko Okazaki, Shinichiro Okazaki, Shingo Asamoto, Toru Yamaji, Minoru Ishige:
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