Runxi Li

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

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

Application of a whale optimized variational mode decomposition method based on envelope sample entropy in the fault diagnosis of rotating machinery

Na Lu, Tingxin Zhou, Juyao Wei et al. · Measurement Science and Technology · 2021 · 31 citations

Numerical Analysis, Fault Diagnosis, Envelope Sample Entropy +17

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 · 22 citations

Meteorology, Multi-model Ensemble, Surface Runoff +9

Research on machine learning hybrid framework by coupling grid-based runoff generation model and runoff process vectorization for flood forecasting

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