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ORCIDComputer-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, E. 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 - Yuto Nakazato, Daijiro Mizutani:
365-day sectional work zone schedule optimization for road networks considering economies of scale and user cost. 2270-2298 - Hussam Khresat, Jase D. Sitton, Brett A. Story:
Parallel heterogeneous data-fusion convolutional neural networks for improved rail bridge strike detection. 2299-2311 - Houhao Liang, Justin K. W. Yeoh, David K. H. Chua:
Material augmented semantic segmentation of point clouds for building elements. 2312-2329 - Xixian Chen, Huan Li, Chenhao Zhao, Guangyi Zhou, Weijie Li, Xue Zhang, Xuefeng Zhao:
Smartphone-based method for measuring maximum peak tensile and compressive strain. 2330-2349 - Youshui Miao, Hao Kang, Wei Hou, Yang Liu, Yixin Zhang, Cheng Wang:
A response-compatible ground motion generation method using physics-guided neural networks. 2350-2366 - Bowen Xiao, Jin Di, Jie Wang, Guanliang Wu, Jiapeng Shi, Xiaohai Wang, Jiuhong Fan:
Autoencoder-based method to assess bridge health monitoring data quality. 2367-2388
Industrial Application
- Abdullah M. Braik, Maria Koliou:
Automated building damage assessment and large-scale mapping by integrating satellite imagery, GIS, and deep learning. 2389-2404
Volume 39, Number 16, August 2024
Research Article
- Yuanchen Zeng, Alfredo Núñez Vicencio, Zili Li:
Railway sleeper vibration measurement by train-borne laser Doppler vibrometer and its speed-dependent characteristics. 2408-2426 - Yixiong Jing, Brian Sheil, Sinan Acikgoz:
A lightweight Transformer-based neural network for large-scale masonry arch bridge point cloud segmentation. 2427-2438 - Abdullah Al Farabi, Rasool Mohebifard, Ramin Niroumand, Ali Hajbabaie, Mohammed Hadi, Lily Elefteriadou:
Integrated corridor management by cooperative traffic signal and ramp metering control. 2439-2456 - Yishuo Jiang, Mingxing Li, Benedict Jun Ma, Ray Y. Zhong, George Q. Huang:
Data-driven out-of-order model for synchronized planning, scheduling, and execution in modular construction fit-out management. 2457-2480 - Arman Malekloo, Xiaoyue Cathy Liu, David Sacharny:
AI-enabled airport runway pavement distress detection using dashcam imagery. 2481-2499 - Hui Chen, Bin Huang, Heng Zhang, Kaiyi Xue, Ming Sun, Zhifeng Wu:
An efficient Bayesian method with intrusive homotopy surrogate model for stochastic model updating. 2500-2516 - Tian-Yu Zhang, Enjian Yao, Yang Yang, Hong-Ming Yang, David Z. W. Wang:
Multi-network coordinated charging infrastructure planning for the self-sufficient renewable power highway. 2517-2540
Industrial Application
- Samuel Olamide Aregbesola, Yong-Hoon Byun:
Automated signal-based evaluation of dynamic cone resistance via machine learning for subsurface characterization. 2541-2552
Corrigendum
- Corrigendum to "Deep spatial-temporal embedding for vehicle trajectory validation and refinement". 2553
Volume 39, Number 17, September 2024
Award announcement
- Gillian Greenough:
Announcing the 2023 Hojjat Adeli Award for Innovation in Computing. 2558
Research Article
- Weixi Ren, Bo Yu, Yuren Chen, Kun Gao, Shan Bao, Zhixuan Wang, Yuting Qin:
An intelligent optimization method for the facility environment on rural roads. 2559-2580 - Gen Matono, Mayuko Nishio:
Component-level point cloud completion of bridge structures using deep learning. 2581-2595 - Hao Huang, Jiannan Mao, Leilei Kang, Weike Lu, Sijia Zhang, Lan Liu:
A dynamic graph deep learning model with multivariate empirical mode decomposition for network-wide metro passenger flow prediction. 2596-2618 - Zeyu Zhang, Dong Liang, Haibin Huang, Lu Sun:
Virtual trial assembly of large steel members with bolted connections based on multiscale point cloud fusion. 2619-2641 - Pang-jo Chun, Toshiya Kikuta:
Self-training with Bayesian neural networks and spatial priors for unsupervised domain adaptation in crack segmentation. 2642-2661 - Shuying Wang, Xiao Yuan, Tongming Qu:
Machine learning-informed soil conditioning for mechanized shield tunneling. 2662-2682 - Xiexin Zou, Edward Chung:
Traffic prediction via clustering and deep transfer learning with limited data. 2683-2700 - G. Wang, Qian Fang, J. Wang, Q. M. Li, J. Y. Chen, Y. Liu:
Estimation of load for tunnel lining in elastic soil using physics-informed neural network. 2701-2718
Volume 39, Number 18, September 2024
Research Article
- Yun Yuan, Yitong Li, Xin Li, Xin Wang:
A learning-based method for optimal dynamic privileged parking permit policy. 2721-2736 - Jun Su Park, TaeHoon Hong, Dong-Eun Lee, Hyo Seon Park:
Constraint-aware optimization model for plane truss structures via single-agent gradient descent. 2737-2759 - Demetra Protogyrou, Leila Hajibabai:
A Lagrangian relaxation approach for resource allocation problem with capacity constraints. 2760-2773 - Shuangzhi Yu, Jiankun Peng, Yuming Ge, Xinlian Yu, Fan Ding, Shen Li, Charlie Ma:
A traffic state prediction method based on spatial-temporal data mining of floating car data by using autoformer architecture. 2774-2787 - Tian-yu Zhang, En-jian Yao, Yang Yang, Hong-Ming Yang, Dong-bo Guo, David Z. W. Wang:
Multistage charging facility planning on the expressway coordinated with the power structure transformation. 2788-2810 - Yucheng Huang, Yuchen Liu, Fang Liu, Wei Liu:
A lightweight feature attention fusion network for pavement crack segmentation. 2811-2825
Industrial Application
- Alfredo Vicente Clemente, Knut Erik Teigen Giljarhus, Luca Oggiano, Massimiliano Ruocco:
Rapid pedestrian-level wind field prediction for early-stage design using Pareto-optimized convolutional neural networks. 2826-2839 - Pengfei Wu, Weijie Li, Xuefeng Zhao:
Displacement sensing based on microscopic vision with high resolution and large measuring range. 2840-2858
Volume 39, Number 19, October 2024
Research Article
- Zili Wang, Panchamy Krishnakumari, Kumar Anupam, Hans van Lint, Sandra Erkens:
A causal discovery approach to study key mixed traffic-related factors and age of highway affecting raveling. 2861-2880 - Wen-Jing Zhang, Ka-Veng Yuen, Wang-Ji Yan:
Two-stage nonparametric framework for missing data imputation, uncertainty quantification, and incorporation in system identification. 2881-2902 - H. L. Hao, R. Y. Qin, C. L. Chow, Denvid Lau:
A multiscale model for wood combustion. 2903-2916 - Miguel E. Vázquez-Méndez, Gerardo Casal, Alberte Castro, Duarte Santamarina:
A geometric-identification-free mathematical model for recreating nonsymmetric horizontal railway alignments. 2917-2934 - Yuya Moroto, Keisuke Maeda, Takahiro Ogawa, Miki Haseyama:
Snow- or ice-covered road detection in winter road surface conditions using deep neural networks. 2935-2950 - L. Yao, Z. Leng, J. Jiang, F. Ni:
A multi-agent reinforcement learning model for maintenance optimization of interdependent highway pavement networks. 2951-2970 - D. Shang, Shuai Su, Y. K. Sun, F. Wang, Y. Cao, W. F. Yang, P. Li, J. H. Zhou:
Wear diagnosis for rail profile data using a novel multidimensional scaling clustering method. 2971-2989 - Mingyu Zhang, Lei Wang, Shuai Han, Shuyuan Wang, Heng Li:
Deep learning framework with Local Sparse Transformer for construction worker detection in 3D with LiDAR. 2990-3007
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