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Review of advanced road materials, structures, equipment, and detection technologies2023 Journal of Road Engineering article Engineering Infrastructure Maintenance and Monitoring Open access
Maria Chiara Cavalli, De Chen, Qian Chen, Yu Chen, Augusto Cannone Falchetto, Mingjing Fang, +31 more
83citations -
Virtual mix design: Prediction of compressive strength of concrete with industrial wastes using deep data augmentation2022 Construction and Building Materials article Engineering Infrastructure Maintenance and Monitoring Open access
Ning Chen, Shibo Zhao, Zhiwei Gao, Dawei Wang, Pengfei Liu, Markus Oeser, +2 more
70citations -
Automatic detection of fatigue crack paths using digital image correlation and convolutional neural networks2021 Fatigue & Fracture of Engineering Materials & Structures article Engineering Infrastructure Maintenance and Monitoring Open access cited by 6 patents
Tobias Strohmann, Denis Starostin‐Penner, Eric Breitbarth, Guillermo Carlos Requena
67citations -
MobileCrack: Object Classification in Asphalt Pavements Using an Adaptive Lightweight Deep Learning2020 Journal of Transportation Engineering Part B Pavements article Engineering Infrastructure Maintenance and Monitoring
Yue Hou, Qiuhan Li, Qiang Han, Bo Peng, Linbing Wang, Xingyu Gu, +1 more
59citations -
Advanced industrial informatics towards smart, safe and sustainable roads: A state of the art2023 Journal of Traffic and Transportation Engineering (English Edition) article Engineering Infrastructure Maintenance and Monitoring Open access
Hui Yao, Zijin Xu, Yue Hou, Qiao Dong, Pengfei Liu, Zhoujing Ye, +4 more
47citations -
Large-scale natural fracture network patterns: Insights from automated mapping in the Lilstock (Bristol Channel) limestone outcrops2021 Journal of Structural Geology article Engineering Infrastructure Maintenance and Monitoring Open access
Rahul Prabhakaran, Janos Lajos Urai, Giovanni Bertotti, Christopher Weismüller, David Smeulders
28citations -
Gene-editable materials for future transportation infrastructure: a review for polyurethane-based pavement2021 Journal of Infrastructure Preservation and Resilience article Engineering Infrastructure Maintenance and Monitoring Open access
Bin Hong, Guoyang Lu, Tianshuai Li, Jiao Lin, Dawei Wang, Markus Oeser
27citations -
Integrating models of civil structures in digital twins: State-of-the-Art and challenges2024 Journal of Infrastructure Intelligence and Resilience article Engineering Infrastructure Maintenance and Monitoring Open access
Judith Michael, Jörg Blankenbach, Berit Finklenburg, Raúl Fuentes, Thomas Gries, Sepehr Hendiani, +7 more
26citations -
Multi-scale asphalt pavement deformation detection and measurement based on machine learning of full field-of-view digital surface data2023 Transportation Research Part C Emerging Technologies article Engineering Infrastructure Maintenance and Monitoring cited by 1 patent
Jinchao Guan, Xu Yang, Pengfei Liu, Markus Oeser, Hong Han, Yi Li, +1 more
22citations -
A Machine Learning based approach to predict road rutting considering uncertainty2024 Case Studies in Construction Materials article Engineering Infrastructure Maintenance and Monitoring Open access
Ke Chen, Mehran Eskandari Torbaghan, Nick H. Thom, Álvaro García, Asaad Faramarzi, David Chapman
17citations -
Comparison of the Polishing Resistances of Concrete Pavement Surface Textures Prepared with Different Technologies Using the Aachen Polishing Machine2021 Journal of Materials in Civil Engineering article Engineering Infrastructure Maintenance and Monitoring Open access
Guoyang Lu, Yulin He, Zhen Leng, Dawei Wang, Bin Hong, Jincheng Wei, +1 more
13citations