Zheng Tong, Ph.D.
Associate Professor
Office: Transportation Building 513
Email: tongzheng@seu.edu.cn
Address:
School of Transportation, Southeast University
Jiulonghu Campus,
Nanjing, 211189, China
More information can be found in https://tongzheng1992.github.io/
Research Interests
Deep learning and its applications in pavement engineering
Dempster-Shafer theory with uncertainty decision-making
Intelligent structural health monitoring and inspection
Nondestructive testing
I did my Ph.D. at Heudiasyc Laboratory of Université de Technologie de Compiègne, under the supervision of Prof. Thierry Denœux and Prof. Philippe Xu. My thesis was supported by the UT-INSA program of China Scholarship Council.
Biography
2022.06-…: Associate Professor-Southeast University-China
2018.09-2022.03: Ph.D. -Université de Technologie de Compiègne-France
2015.09-2018.06: M.S. -Chang’an University under the supervision of Prof. Aimin Sha-China
2011.09-2015.06: B.S. -Northeast Forestry University-China
Reprehensive Publications
Evidential transformer for pavement distress segmentation. (2023). Computer-Aided Civil and Infrastructure Engineering.
Pavement defect detection with fully convolutional network and an uncertainty framework. (2020). Computer-Aided Civil and Infrastructure Engineering, 35(8), 832–849.
High-throughput design of fiber reinforced cement-based composites using deep learning. (2020). Cement and Concrete Composites, 113, 103716.
Recognition, location, measurement, and 3d reconstruction of concealed cracks using convolutional neural networks. (2017). Construction and Building Materials, 146, 775–787.
An evidential classifier based on dempster-shafer theory and deep learning. (2021). Neurocomputing, 450, 275–293..