Xudong (Andrew) Fan
PhD
Research Topics
Urban Water Systems; Resilience and Sustainability - Water; Artificial Intelligence and Complex Networks
- 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