Guancheng Guo

Short-Term Water Demand Forecast Based on Deep Learning Method

Guancheng Guo, Shuming Liu, Yipeng Wu et al. · Journal of Water Resources Planning and Management · 2018 · 175 citations

Deep Neural Networks, Engineering, Machine Learning +12

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

Guancheng Guo, Xipeng Yu, Shuming Liu et al. · Journal of Water Resources Planning and Management · 2020 · 97 citations

Leakage (Machine Learning), Water Distribution Systems, Machine Learning +10

Burst Detection in District Metering Areas Using Deep Learning Method

Xiaoting Wang, Guancheng Guo, Shuming Liu et al. · Journal of Water Resources Planning and Management · 2020 · 89 citations

Environmental Monitoring, Machine Learning, Data Science +11

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

Xiyan Xu, Shuming Liu, Shibo Sun et al. · Energy and Buildings · 2019 · 62 citations

Urban Green Spaces, Engineering, Water Bodies +12

Advancing deep learning-based acoustic leak detection methods towards application for water distribution systems from a data-centric perspective

Yipeng Wu, Xingke Ma, Guancheng Guo et al. · Water Research · 2024 · 33 citations

Water Distribution Systems, Machine Learning, Data Science +7