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Computer-Aided Civil and Infrastructure Engineering, Volume 39
Volume 39, Number 1, January 2024
Research articles
- Youqi Zhang
, Baiqiang Xia, Su Taylor
:
High-resolution 3-D geometry updating of digital functional models using point cloud processing and surface cut. 3-19 - Mengtian Yin, Llewellyn C. M. Tang, Chris Webster
, Xiaoyue Yi
, Huaquan Ying, Ya Wen:
A deep natural language processing-based method for ontology learning of project-specific properties from building information models. 20-45 - Yasuyuki Kubota
, Nobuyoshi Yabuki, Tomohiro Fukuda
:
Autopilot model for shield tunneling machines using support vector regression and its application to previously constructed tunnels. 46-62 - Qingqing Zhao, Jinjin Tang, Xin Zhang:
Collaborative passenger flow control for an urban rail transit network. 63-85 - Lu Zhang, Fengling Jiang, Jing Yang
, Bin Kong, Amir Hussain:
A real-time lane detection network using two-directional separation attention. 86-101 - Xiexin Zou, Edward Chung, Yue Zhou
, Meng Long, William H. K. Lam:
A feature extraction and deep learning approach for network traffic volume prediction considering detector reliability. 102-119 - Zhenning Li
, Zhiwei Chen
, Yunjian Li, Chengzhong Xu:
Context-aware trajectory prediction for autonomous driving in heterogeneous environments. 120-135
Industrial application
- Weiping Wen, Jie Hu, Changhai Zhai, Shunshun Pei:
Post-earthquake functionality assessment of subway stations considering the interdependency among sub-systems. 136-161
Volume 39, Number 2, January 2024
Research articles
- Chunxiao Ning, Yazhou Xie:
Convolutional variational autoencoder for ground motion classification and generation toward efficient seismic fragility assessment. 165-185 - Sasan Farhadi
, Mauro Corrado, Oscar Borla, Giulio Ventura:
Prestressing wire breakage monitoring using sound event detection. 186-202 - Liang Zheng, Pengjie Liu:
Robust nonlinear decision mapping approach for online bus speed control under uncertainty. 203-221 - Xinyuan Chen
, Wen Yi, Hongping Yuan, Weiwei Wu:
Construction and demolition waste disposal charging scheme design. 222-241 - Xinjie Wan, Hao Pu, Paul M. Schonfeld, Taoran Song, Wei Li, Lihui Peng, Jianping Hu, Ming Zhang:
Mountain railway alignment optimization based on landform recognition and presetting of dominating structures. 242-263 - Michael De Coste, Zhong Li, Ridha Khédri:
A hybrid ontology-based semantic and machine learning model for the prediction of spring breakup. 264-280
Industrial applications
- Pengcheng Jiao, Xinghong Ye, Chenjie Zhang, Wentao Li, Haipeng Wang:
Vision-based real-time marine and offshore structural health monitoring system using underwater robots. 281-299 - Yi Yang
, Xinggao Li, Yidong Guo, Yingran Fang:
Method for calculating pressure losses in the pipelines of slurry shield tunneling based on coupled simulation of computational fluid dynamics and discrete element method. 300-316
Volume 39, Number 3, February 2024
Research articles
- Miguel Cid Montoya
:
Sequential aero-structural optimization method for efficient bridge design. 319-344 - Thannarot Kunlamai, Tatsuro Yamane, Masanori Suganuma, Pang-jo Chun, Takayuki Okatani:
Improving visual question answering for bridge inspection by pre-training with external data of image-text pairs. 345-361 - Xiang Zhang
, Steven Travis Waller
, Dung-Ying Lin:
Analysis on Braess paradox and network design considering parking in the autonomous vehicle environment. 362-382 - Jun Su Park
, Hyo Seon Park:
Automated reconstruction model of a cross-sectional drawing from stereo photographs based on deep learning. 383-405 - Sanjeev Bhatta, Ji Dang:
Multiclass seismic damage detection of buildings using quantum convolutional neural network. 406-423 - Qilong Huang, Jianzhu Wang, Yixiao Song, Wenkai Cui, Hailang Li, Shengchun Wang, Peng Dai, Xinxin Zhao, Qingyong Li:
Synthetic-to-realistic domain adaptation for cold-start of rail inspection systems. 424-437 - Yan Gao, Tianlong Zhang, Caiyiyi Zhu, Shusheng Yang, Paul M. Schonfeld, Kai Zou, Jialing Zhang, Ying Zhu, Ping Wang, Qing He:
Biobjective optimization for railway alignment fine-grained designs with parallel existing railways. 438-457
Industrial application
- Xiaoshan Zhou, Pin-Chao Liao:
Brain-regulated learning for classifying on-site hazards with small datasets. 458-472
Volume 39, Number 4, February 2024
Introduction
- John E. Bolander, Roman Wan-Wendner:
Introduction. 475
Research articles
- Bastien Bodnar, Walid Larbi, Magdalini Titirla
, Jean-François Deü, Fabrice Gatuingt
, Frédéric Ragueneau:
Hyper-reduced order models for accelerating parametric analyses on reinforced concrete structures subjected to earthquakes. 476-497 - Pedram Bazrafshan
, Thinh On
, Sina Basereh, Pinar Okumus, Arvin Ebrahimkhanlou
:
A graph-based method for quantifying crack patterns on reinforced concrete shear walls. 498-517 - Yifan Fei
, Wenjie Liao, Xinzheng Lu
, Hong Guan
:
Knowledge-enhanced graph neural networks for construction material quantity estimation of reinforced concrete buildings. 518-538 - Honghu Chu
, Lizhi Long, Jingjing Guo, Huaqing Yuan, Lu Deng:
Implicit function-based continuous representation for meticulous segmentation of cracks from high-resolution images. 539-558 - Kai Li
, Lei Pan, Xiaohui Guo, Yuan Feng Wang:
Hybrid random aggregation model and Bayesian optimization-based convolutional neural network for estimating the concrete compressive strength. 559-574 - Honghu Chu, Pang-jo Chun:
Fine-grained crack segmentation for high-resolution images via a multiscale cascaded network. 575-594 - Chang Seok Lee, Sujith Mangalathu
, Jong-Su Jeon:
Machine learning-assisted drift capacity prediction models for reinforced concrete columns with shape memory alloy bars. 595-616 - Lixiang Sun
, Yixin Yang, Guoxiong Zhou, Aibin Chen, Yukai Zhang, Weiwei Cai, Liujun Li:
An integration-competition network for bridge crack segmentation under complex scenes. 617-634
Volume 39, Number 5, March 2024
Research articles
- Yue Zhang, Yajie Zou
, Yuanchang Xie, Lei Chen:
Identifying dynamic interaction patterns in mandatory and discretionary lane changes using graph structure. 638-655 - Yue Pan, Jianjun Qin
, Limao Zhang, Weiqiang Pan, Jin-Jian Chen:
A probabilistic deep reinforcement learning approach for optimal monitoring of a building adjacent to deep excavation. 656-678 - Yuan Wang, Xiaopeng Li, Yu Zhang:
An automation solution to convert CAD engineering drawings into railroad station models. 679-691 - Zhanfeng Song, Jinye Chen, Paul M. Schonfeld, Jun Li:
Two algorithms for reconstructing vertical alignments exploring the neural dynamics model of Adeli and Park. 692-706 - Yang Ma, Y. B. Zheng, Shuyi Wang, Yiik Diew Wong, Said M. Easa:
Virtual-real-fusion simulation framework for evaluating and optimizing small-spatial-scale placement of cooperative roadside sensing units. 707-730 - Mingxuan Zhong, Yixiang Yue, Leishan Zhou, Jianping Zhu:
Parallel optimization method of train scheduling and shunting at complex high-speed railway stations. 731-755 - Chong Zhang, Mu-Xuan Tao, Chen Wang, Jian-Sheng Fan:
End-to-end generation of structural topology for complex architectural layouts with graph neural networks. 756-775 - Chen-Xu Liu
, Gui-Lan Yu, Zhanli Liu:
Fast topology optimization of phononic crystal-based metastructures for vibration isolation by deep learning. 776-790
Volume 39, Number 6, March 2024
Research articles
- Runjia Du, Sikai Chen
, Jiqian Dong, Tiantian Chen, Xiaowen Fu, Samuel Labi:
Dynamic urban traffic rerouting with fog-cloud reinforcement learning. 793-813 - Jian Huang, Xi Yang
, Feng Zhou, Xiaofeng Li, Bin Zhou, Song Lu, Sergey I. Ivashov, Iraklis Giannakis
, Fannian Kong, Evert C. Slob
:
A deep learning framework based on improved self-supervised learning for ground-penetrating radar tunnel lining inspection. 814-833 - Chaobin Li, Ray Kai Leung Su, Xiao Pan
:
Assessment of out-of-plane structural defects using parallel laser line scanning system. 834-851 - Robert Corbally, Abdollah Malekjafarian
:
A deep-learning framework for classifying the type, location, and severity of bridge damage using drive-by measurements. 852-871 - Chawit Kaewnuratchadasorn, Jiaji Wang, Chul-Woo Kim
:
Neural operator for structural simulation and bridge health monitoring. 872-890 - Jianqi Zhang
, Xu Yang, Wei Wang, Jinchao Guan, Wenbo Liu, Hainian Wang, Ling Ding, Vincent C. S. Lee:
Cross-entropy-based adaptive fuzzy control for visual tracking of road cracks with unmanned mobile robot. 891-910 - Xiaopei Cai, Xueyang Tang, Shuo Pan
, Yi Wang
, Hai Yan, Yuheng Ren, Ning Chen, Yue Hou:
Intelligent recognition of defects in high-speed railway slab track with limited dataset. 911-928
Industrial application
- Wei-Peng Nie, Shi-Min Cai, Zhi-Dan Zhao, Ze-Tao Li, Tao Zhou
, Yi-Cheng Zhang:
Investigating the min-cost minimum fleet problem through taxi data analysis. 929-940
Volume 39, Number 7, April 2024
Additional cover
- Cover Image, Volume 39, Issue 7.
Research articles
- Taoran Song, Hao Pu, Tony T. Y. Yang, Paul M. Schonfeld, Wei Li, Jianping Hu:
Optimizing net present values of risk avoidance for mountain railway alignments with seismic performance evaluation. 944-962 - Takahiro Yamaguchi
, Tsukasa Mizutani:
Quantitative road crack evaluation by a U-Net architecture using smartphone images and Lidar data. 963-982 - Xue Li, Yutao Huang, Yingwu Zhou, Xiaowei Wang, Debo Zhao
, Cheng Chen
:
Predicting the life cycle durability and ecological performance of cementitious coatings with a fuzzy-stochastics-based approach. 983-1002 - Liang Zhao, Dexuan Song, Weizhen Chen, Qi Kang:
Coloring and fusing architectural sketches by combining a Y-shaped generative adversarial network and a denoising diffusion implicit model. 1003-1018 - Seungbo Shim:
Self-training approach for crack detection using synthesized crack images based on conditional generative adversarial network. 1019-1041 - Yongqing Jiang
, Dandan Pang, Chengdong Li, Jianze Wang:
A method of concrete damage detection and localization based on weakly supervised learning. 1042-1060
Industrial applications
- Daniel Adanza Dopazo
, Lamine Mahdjoubi, Bill Gething, Abdul-Majeed Mahamadu:
An automated machine learning approach for classifying infrastructure cost data. 1061-1076 - Angelos C. Bavelos, Efthymios Anastasiou, Nikos Dimitropoulos, Gregory Oikonomou, Sotiris Makris:
Augmented reality-based method for road maintenance operators in human-robot collaborative interventions. 1077-1095
Volume 39, Number 8, April 2024
Research articles
- Omar Nofal, Nathanael Rosenheim, Sabarethinam Kameshwar
, Jayant Patil
, Xiangnan Zhou, John W. van de Lindt, Leonardo Dueñas-Osorio, Eun Jeong Cha, Amin Endrami, Elaina Sutley, Harvey Cutler, Tao Lu, Chen Wang, Hwayoung Jeon:
Community-level post-hazard functionality methodology for buildings exposed to floods. 1099-1122 - Ming-Feng Lei, Yun-Bo Zhang, E Deng, Yi-Qing Ni, Yong-Zhuo Xiao, Yang Zhang, Jun-Jie Zhang:
Intelligent recognition of joints and fissures in tunnel faces using an improved mask region-based convolutional neural network algorithm. 1123-1142 - Aaron Dunton, Paolo Gardoni:
Generating network representations of small-scale infrastructure using generally available data. 1143-1158 - Rongjian Dai, Chuan Ding, Bin Yu, Jia Hu:
A spatiotemporal control method at isolated intersections under mixed-autonomy traffic conditions. 1159-1179 - Tong Zhang, Jianlong Wang, Tong Wang, Yiwei Pang, Peixiao Wang, Wangshu Wang
:
A deep marked graph process model for citywide traffic congestion forecasting. 1180-1196 - Hongze Li, Yanli Chen, Jia Liu, Changtong Che, Ziyao Meng, Hang Zhu:
High-resolution model reconstruction and bridge damage detection based on data fusion of unmanned aerial vehicles light detection and ranging data imagery. 1197-1217 - Le Zhang, Yadong Wang, Weihua Gu, Yu Han
, Edward Chung, Xiaobo Qu:
On the role of time-of-use electricity price in charge scheduling for electric bus fleets. 1218-1237
Industrial application
- Mohan Zhao, Yu Liu, Hainian Wang, Xinnan Xu
, Shaojie Xu:
Modeling and validation of impact forces for back-calculation of pavement surface moduli. 1238-1253
Volume 39, Number 9, May 2024
Research articles
- Jase D. Sitton, Dinesh Rajan, Brett A. Story:
Damage scenario analysis of bridges using crowdsourced smartphone data from passing vehicles. 1257-1274 - Le Wang
, Xudong Qian:
Optimization-improved thermal-mechanical simulation of welding residual stresses in welded connections. 1275-1293 - Zhiheng Zhu, Dongliang Huang
, Xuanyi Zhou, Dingping Chen, Jinyang Fu, Junsheng Yang:
Image quality evaluation method for surface crack detection based on standard test chart. 1294-1317 - Hongjie Liu, Xiaolin Luo, Tao Tang, Yang Zhang, Ming Chai:
A hierarchical control approach for virtual coupling in metro trains. 1318-1336 - Wang Chen, Donglian Gu
, Jintao Ke
:
Real-time ergonomic risk assessment in construction using a co-learning-powered 3D human pose estimation model. 1337-1353 - Yu Han
, Zhe Han, Fan Ding, Fuliang Li, Hao Wang
, Xingmin Wang
:
Field-tested signal controller to mitigate spillover using trajectory data. 1354-1369 - Jie Shen, Lang Jiao, Cong Zhang, Keran Peng:
Monocular 3D object detection for construction scene analysis. 1370-1389
Industrial application
- Xuanhao Cheng, Mingming Jia, Jian He:
A large-scale dataset of buildings and construction sites. 1390-1406
Volume 39, Number 10, May 2024
Research articles
- Huanxiang Gao, Gang Hu, Dongqin Zhang, Wenjun Jiang, K. T. Tse, K. C. S. Kwok, Ahsan Kareem:
Urban wind field prediction based on sparse sensors and physics-informed graph-assisted auto-encoder. 1409-1430 - He Zhang, Zhijing Shen, Zhenhang Lin, Liwei Quan, Liangfeng Sun:
Deep learning-based automatic classification of three-level surface information in bridge inspection. 1431-1451 - Hassan Idoudi, Mostafa Ameli, Cyril Nguyen Van Phu, Mahdi Zargayouna, Abderrezak Rachedi:
Smart dynamic evacuation planning and online management using vehicular communication system. 1452-1468 - Tao Wang, Vincent J. L. Gan:
Multi-view stereo for weakly textured indoor 3D reconstruction. 1469-1489 - Hui Yao
, Yanhao Liu, Haotian Lv, Ju Huyan, Zhanping You, Yue Hou:
Encoder-decoder with pyramid region attention for pixel-level pavement crack recognition. 1490-1506 - Zefa Li
, Zhenyu Wu, Jiankang Chen, Yanling Li, Huibao Huang, Yu Lu, Xiang Lu, Junru Li:
Inverse analysis of deformation moduli for high arch dams using the displacement reconstruction technique and multi-objective optimization. 1507-1529
Industrial applications
- Florian Noichl
, Fiona C. Collins
, Alexander Braun
, André Borrmann
:
Enhancing point cloud semantic segmentation in the data-scarce domain of industrial plants through synthetic data. 1530-1549 - Cheav Por Chea, Yu Bai, Zhuomin Zhou
:
Design and development of robotic collaborative system for automated construction of reciprocal frame structures. 1550-1569
Volume 39, Number 11, June 2024
Research articles
- Hongcan Yao, Ping Tan, T. Y. Yang, Fulin Zhou:
Deep reinforcement learning-based active mass driver decoupled control framework considering control-structure interaction effects. 1573-1596 - Tianya T. Zhang, Peter Jing Jin, Benedetto Piccoli, Mina Sartipi:
Deep spatial-temporal embedding for vehicle trajectory validation and refinement. 1597-1615 - Takahiro Yamaguchi
, Tsukasa Mizutani:
Road crack detection interpreting background images by convolutional neural networks and a self-organizing map. 1616-1640 - Qianen Xu, Qingfei Gao, Yang Liu:
A method for suspenders tension identification of bridges based on the spatio-temporal correlation between the girder strain and suspenders tension. 1641-1658 - Tian Gao, Zhiyuan Yuanzhou, Bohai Ji, Zaipeng Xie
:
Vision-based fatigue crack automatic perception and geometric updating of finite element model for welded joint in steel structures. 1659-1675 - Juan Zhang, Mingyuan Zhang:
Seismic robustness computational methodology of community building portfolio coupled with water supply network based on probability-cloud model. 1676-1698
Industrial applications
- Junyong Zhou
, Wenrong Wu, Colin C. Caprani, Zeyin Tan, Bin Wei, Junping Zhang:
A hybrid virtual-real traffic simulation approach to reproducing the spatiotemporal distribution of bridge loads. 1699-1723 - Yanwei Wang, Qingxu Zhao
, Kai Qian, Zifa Wang, Zhenzhong Cao, Jianming Wang:
Cumulative absolute velocity prediction for earthquake early warning with deep learning. 1724-1740
Volume 39, Number 12, June 2024
Research articles
- Guijie Zhu, Jiacheng Liu, Zhun Fan, Duan Yuan, Peili Ma, Meihua Wang, Weihua Sheng, Kelvin C. P. Wang:
A lightweight encoder-decoder network for automatic pavement crack detection. 1743-1765 - Yong Zhuang, Rengkui Liu, Yuanjie Tang:
Heterogeneity-oriented ensemble learning for rail monitoring based on vehicle-body vibration. 1766-1794 - Hancheng Zhang, Zhendong Qian, Wei Zhou, Yitong Min, Pengfei Liu:
A controllable generative model for generating pavement crack images in complex scenes. 1795-1810 - Tate Kimpton, Pablo Higuera, Colin Whittaker, Liam Wotherspoon, Conrad Zorn:
A rapid simplified method for determining tsunami inundation extent based on energy conservation. 1811-1829 - Lin Zhao, Zilong Wang
, Genshen Fang
, Jie Zheng, Ke Li, Yaojun Ge:
Flutter performance simulation on streamlined bridge deck with active aerodynamic flaps. 1830-1850 - Lu Han, Zhengru Tao:
Structural performance-based anomaly detection for velocity pulse. 1851-1867
Industrial applications
- Chang Xu, Wen Xiong, Pingbo Tang, C. S. Cai:
Automated flatness assessment for large quantities of full-scale precast beams using laser scanning. 1868-1885 - Mi Zhao, Qingpeng Ding, Shengtao Cao, Zhishan Li, Xiuli Du:
Large-scale seismic soil-structure interaction analysis via efficient finite element modeling and multi-GPU parallel explicit algorithm. 1886-1908
Volume 39, Number 13, July 2024
Research articles
- Keaton Coletti, Ryan C. Romeo, R. Benjamin Davis:
Bayesian backcalculation of pavement properties using parallel transitional Markov chain Monte Carlo. 1911-1927 - Shizhi Chen, De-Cheng Feng, Ertugrul Taciroglu:
Prior knowledge-infused neural network for efficient performance assessment of structures through few-shot incremental learning. 1928-1945 - Ramin Niroumand, Leila Hajibabai
, Ali Hajbabaie
:
Advancing the white phase mobile traffic control paradigm to consider pedestrians. 1946-1962 - Chang Liu, Dagang Lu:
Aftershock probabilistic seismic hazard analysis based on enhanced Bayesian network considering frequency information. 1963-1987 - Miaomin Wang, Fuyou Xu, Ki-Young Koo, Pinqing Wang
:
Real-time displacement measurement for long-span bridges using a compact vision-based system with speed-optimized template matching. 1988-2009 - Weidong Wang, Jun Peng
, Wenbo Hu
, Jin Wang, Xinyue Xu, Qasim Zaheer, Shi Qiu:
A multi-degree-of-freedom monitoring method for slope displacement based on stereo vision. 2010-2027
Industrial applications
- Ali Ghelmani, Amin Hammad:
Improving single-stage activity recognition of excavators using knowledge distillation of temporal gradient data. 2028-2053 - Weibo Shi
, Dongyu Niu
, Zirui Li, Yanhui Niu:
Effective contact texture region aware pavement skid resistance prediction via convolutional neural network. 2054-2070
Volume 39, Number 14, July 2024
Featured cover
- Cover Image, Volume 39, Issue 14.
Additional cover
- Cover Image, Volume 39, Issue 14.
Research article
- Yue Pan, Linfeng Li, Jianjun Qin, Jin-Jian Chen, Paolo Gardoni:
Unmanned aerial vehicle-human collaboration route planning for intelligent infrastructure inspection. 2074-2104 - Junghee Park, Jong-Sub Lee
, Hyung-Koo Yoon:
Geoacoustic and geophysical data-driven seafloor sediment classification through machine learning algorithms with property-centered oversampling techniques. 2105-2121 - Hoofar Shokravi, Mohammadreza Vafaei, Bijan Samali, Norhisham Bakhary:
In-fleet structural health monitoring of roadway bridges using connected and autonomous vehicles' data. 2122-2139 - Tongtong Wan
, Hainian Wang, Xu Yang, Yu Chen, Lian Li, Aboelkasim Diab
:
Thermal contraction coordination behavior between unbound aggregate layer and asphalt mixture overlay based on the finite difference and discrete element coupling method. 2140-2158 - Munsu Jeon, Joonhyeok Moon, Siheon Jeong, Ki-Yong Oh
:
Autonomous flight strategy of an unmanned aerial vehicle with multimodal information for autonomous inspection of overhead transmission facilities. 2159-2186 - Guanlong Chen, Yakun Wang, Xue Li, Qiushi Bi, Xuefei Li:
Shovel point optimization for unmanned loader based on pile reconstruction. 2187-2203 - Donglian Gu, Ning Zhang, Zhen Xu, Yongjingbang Wu, Yuan Tian:
Urban risk assessment model to quantify earthquake-induced elevator passenger entrapment with population heatmap. 2204-2222
Industrial application
- Poonam Kumari Saha, Deeksha Arya, Yoshihide Sekimoto:
Federated learning-based global road damage detection. 2223-2238
Volume 39, Number 15, August 2024
Research Article
- Yizhi Liu
, Houtan Jebelli:
Intention-aware robot motion planning for safe worker-robot collaboration. 2242-2269