Guancheng Guo

Real-time detection of potable-reclaimed water pipe cross-connection events by conventional water quality sensors using machine learning methods.

Kate Smith, Shuming Liu, Ying Liu, 2019, Journal of environmental management.

Simulation of a leak's growth process in water distribution systems based on growth functions

Shuming Liu, Guancheng Guo, Dailin Jia, 2021, Journal of Water Supply: Research and Technology-Aqua.

Short-Term Water Demand Forecast Based on Deep Learning Method

Shuming Liu, Ren Zhou, Junyu Li, 2018, Journal of Water Resources Planning and Management.

Evaluation of energy saving potential of an urban green space and its water bodies

Y. Liu, Ester Higueras Garcia, Kate Smith, 2019, Energy and Buildings.

Leakage Detection in Water Distribution Systems Based on Time–Frequency Convolutional Neural Network

Xue Wu, Shuming Liu, Yipeng Wu, 2021, Journal of Water Resources Planning and Management.

Novel Leakage Detection and Localization Method Based on Line Spectrum Pair and Cubic Interpolation Search

Shuming Liu, Xiyan Xu, Guancheng Guo, 2020, Water Resources Management.

Burst Detection in District Metering Areas Using Deep Learning Method

Kate Smith, Yipeng Wu, Shuming Liu, 2020, Journal of Water Resources Planning and Management.

Hybrid Attention Networks for Flow and Pressure Forecasting in Water Distribution Systems pdf

Shuming Liu, Xipeng Yu, Guancheng Guo, 2020, IEEE Geoscience and Remote Sensing Letters.