Chengshuai Liu

An interpretable hybrid deep learning model for flood forecasting based on Transformer and LSTM

Wenzhong Li, Chengshuai Liu, Yingying Xu et al. · Journal of Hydrology Regional Studies · 2024 · 76 citations · Full text

Urban storm flood simulation using improved <scp>SWMM</scp> based on K‐means clustering of parameter samples

Yue Sun, Chengshuai Liu, Xian Du et al. · Journal of Flood Risk Management · 2022 · 42 citations · Full text

Hydrological Prediction, Engineering, Hydrologic Engineering +19

Application of a hybrid algorithm of LSTM and Transformer based on random search optimization for improving rainfall-runoff simulation

Wenzhong Li, Chengshuai Liu, Caihong Hu et al. · Scientific Reports · 2024 · 39 citations · Full text

River Flood Susceptibility and Basin Maturity Analyzed Using a Coupled Approach of Geo-morphometric Parameters and SWAT Model

Shan‐e‐hyder Soomro, Caihong Hu, Muhammad Waseem Boota et al. · Water Resources Management · 2022 · 37 citations

Hydrological Disaster, Engineering, Water Resources +12

BK-SWMM flood simulation framework is being proposed for urban storm flood modeling based on uncertainty parameter crowdsourcing data from a single functional region

Chengshuai Liu, Wenzhong Li, Chenchen Zhao et al. · Journal of Environmental Management · 2023 · 36 citations

Flash Flood, Hydrological Disaster, Engineering +12