Xudong Fan

Machine learning based water pipe failure prediction: The effects of engineering, geology, climate and socio-economic factors

Xudong Fan, Xiaowei Wang, Xijin Zhang et al. · Reliability Engineering & System Safety · 2021 · 160 citations

Engineering, Socio-economic Factors, Water Resources +8

PSO-SVM-based deep displacement prediction of Majiagou landslide considering the deformation hysteresis effect

Lei Zhang, Bin Shi, Hong‐Hu Zhu et al. · Landslides · 2020 · 115 citations

Geotechnical Engineering, Rock Slide, Crustal Deformation +10

A deep neural network combined with molecular fingerprints (DNN-MF) to develop predictive models for hydroxyl radical rate constants of water contaminants

Shifa Zhong, Jiajie Hu, Xudong Fan et al. · Journal of Hazardous Materials · 2019 · 99 citations

Molecular Fingerprints, Engineering, Predictive Toxicology +10

Naturally grown mycelium-composite as sustainable building insulation materials

Xijin Zhang, Jianying Hu, Xudong Fan et al. · Journal of Cleaner Production · 2022 · 92 citations

Materials Science, Engineering, Sustainable Construction +3

Study on the behaviors of fungi-concrete surface interactions and theoretical assessment of its potentials for durable concrete with fungal-mediated self-healing

Xijin Zhang, Xudong Fan, Min Li et al. · Journal of Cleaner Production · 2021 · 76 citations

Durable Concrete, Engineering, Self-healing Material +9