Ganggang Zuo

Decomposition ensemble model based on variational mode decomposition and long short-term memory for streamflow forecasting

Ganggang Zuo, Jungang Luo, Ni Wang et al. · Journal of Hydrology · 2020 · 243 citations

Stream Processing, Meteorology, Forecasting Methodology +14

Daily Runoff Forecasting Using a Hybrid Model Based on Variational Mode Decomposition and Deep Neural Networks

Xinxin He, Jungang Luo, Ganggang Zuo et al. · Water Resources Management · 2019 · 150 citations

Forecasting Methodology, Hydrological Prediction, Deep Neural Networks +9

A Hybrid Model Based on Variational Mode Decomposition and Gradient Boosting Regression Tree for Monthly Runoff Forecasting

Xinxin He, Jungang Luo, Peng Li et al. · Water Resources Management · 2020 · 100 citations

Forecasting Methodology, Engineering, Water Resources +9

Two-stage variational mode decomposition and support vector regression for streamflow forecasting

Ganggang Zuo, Jungang Luo, Ni Wang et al. · Hydrology and earth system sciences · 2020 · 74 citations · Full text

Forecasting Methodology, Engineering, Machine Learning +21

Climate-driven Model Based on Long Short-Term Memory and Bayesian Optimization for Multi-day-ahead Daily Streamflow Forecasting

Yani Lian, Jungang Luo, Jingmin Wang et al. · Water Resources Management · 2021 · 31 citations

Climatology, Meteorology, Forecasting Methodology +11