Chaojie Niu

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 · 88 citations · Full text

Natural Resources, Computer Science, Hydrology +13

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 · 44 citations · Full text

Natural Resources, Hydrology, Water Resources Management +16

Study on Runoff Simulation with Multi-source Precipitation Information Fusion Based on Multi-model Ensemble

Runxi Li, Chengshuai Liu, Yehai Tang et al. · Water Resources Management · 2024 · 27 citations

Natural Resources, Earth Sciences, Hydrology +16

Study on the response analysis of LID hydrological process to rainfall pattern based on framework for dynamic simulation of urban floods

Chengshuai Liu, Tianning Xie, Qiying Yu et al. · Journal of Environmental Management · 2024 · 19 citations

Natural Resources, Hydrology, Water Resources Management +17

Appraisal of climate change and source of heavy metals, sediments in water of the Kunhar River watershed, Pakistan

Shan‐e‐hyder Soomro, Xiaotao Shi, Jiali Guo et al. · Natural Hazards · 2023 · 14 citations

Natural Sciences, Earth Sciences, Environmental Sciences +16