Xudong (Andrew) Fan
PhD
Research Topics
Intelligent and Automated Water Systems, Complex Networks and Networked Infrastructure Systems, Advanced Artificial Intelligence and Complex Computing, Risk Assessment and Hazards Mitigation, Infrastructure Resource Justice and Social Equity
- Xudong Fan, Jürgen Hackl, Modeling of spatially embedded networks via regional spatial graph convolutional networks, Computer‐Aided Civil and Infrastructure Engineering, 2024
- Xudong Fan, Xijin Zhang, Xiong Bill Yu, Uncertainty quantification of a deep learning model for failure rate prediction of water distribution networks, Reliability Engineering & System Safety, 2023
- Xudong Fan, Xiong Yu, Machine learning-assisted optimal schedule of underground water pipe inspection, Journal of Infrastructure Preservation and Resilience, 2023
- Xudong Fan, Xijin Zhang, Allen Yu, Matthew Speitel, Xiong Yu, Assessment of the impacts of climat change on water supply system pipe failures, Scientific Reports, 2023
- Xudong Fan, Xijin Zhang, Xiaowei Wang, Xiong Yu, A deep reinforcement learning model for resilient road network recovery under earthquake or flooding hazards, Journal of Infrastructure Preservation and Resilience, 2023
- Junping Ren, Xudong Fan, Xiong Yu, Sai Vanapalli, Shoulong Zhang, Use of an artificial neural network model for estimation of unfrozen water content in frozen soils, Canadian Geotechnical Journal, 2023
- Xudong Fan, Xijin Zhang, Xiong Yu, A graph convolution network‐deep reinforcement learning model for resilient water distribution network repair decisions, Computer‐Aided Civil and Infrastructure Engineering, 2022
- Xudong Fan, Xiaowei Wang, Xijin Zhang, Xiong Bill Yu, Machine learning based water pipe failure prediction: The effects of engineering, geology, climate and socio-economic factors, Reliability Engineering & System Safety, 2022
- Xudong Fan, Xiong Yu, An innovative machine learning based framework for water distribution network leakage detection and localization, Structural Health Monitoring, 2022
- Xudong Fan, Xijin Zhang, Xiong ( Bill) Yu, Machine learning model and strategy for fast and accurate detection of leaks in water supply network, Journal of Infrastructure Preservation and Resilience, 2021
- Lei Zhang, Bin Shi, Honghu Zhu, Xiong Bill Yu, Heming Han, Xudong Fan, PSO-SVM-based deep displacement prediction of Majiagou landslide considering the deformation hysteresis effect, Landslides, 2021
- Ram K Mazumder, Xudong Fan, Abdullahi M Salman, Yue Li, Xiong Yu, Framework for seismic damage and renewal cost analysis of buried water pipelines, Journal of Pipeline Systems Engineering and Practice, 2020
- Shifa Zhong, Jiajie Hu, Xudong Fan, Xiong Yu, Huichun Zhang, A deep neural network combined with molecular fingerprints (DNN-MF) to develop predictive models for hydroxyl radical rate constants of water contaminants, Journal of hazardous materials, 2020