Comparative Analysis of Recurrent Neural Network Architectures for Reservoir Inflow Forecasting

Exploring a Long Short-Term Memory based Encoder-Decoder Framework for Multi-Step-Ahead Flood Forecasting

(2020) I-Feng Kao et al.   JOURNAL OF HYDROLOGY

Improving the Reliability of Probabilistic Multi-Step-Ahead Flood Forecasting by Fusing Unscented Kalman Filter with Recurrent Neural Network

(2020) Yanlai Zhou et al.   Water

Simulating Reservoir Operation Using a Recurrent Neural Network Algorithm

(2019) Di Zhang et al.   Water

Data Pre-Analysis and Ensemble of Various Artificial Neural Networks for Monthly Streamflow Forecasting

(2018) Jianzhong Zhou et al.   Water

Modeling and simulating of reservoir operation using the artificial neural network, support vector regression, deep learning algorithm

(2018) Di Zhang et al.   JOURNAL OF HYDROLOGY

Identifying the Sensitivity of Ensemble Streamflow Prediction by Artificial Intelligence

(2018) Yen-Ming Chiang et al.   Water

Improved Forecasting of Extreme Monthly Reservoir Inflow Using an Analogue-Based Forecasting Method: A Case Study of the Sirikit Dam in Thailand

(2018) Somchit Amnatsan et al.   Water

Spatial interpolation methods and geostatistics for mapping groundwater contamination in a coastal area

(2017) Vetrimurugan Elumalai et al.   ENVIRONMENTAL SCIENCE AND POLLUTION RESEARCH

Real-time multi-step-ahead water level forecasting by recurrent neural networks for urban flood control

(2014) Fi-John Chang et al.   JOURNAL OF HYDROLOGY

Reinforced recurrent neural networks for multi-step-ahead flood forecasts

(2013) Pin-An Chen et al.   JOURNAL OF HYDROLOGY

M5 model tree application in daily river flow forecasting in Sohu Stream, Turkey

(2013) M. Taghi Sattari et al.   Water Resources

Performance evaluation of artificial neural network approaches in forecasting reservoir inflow

(2011) M. Taghi Sattari et al.   APPLIED MATHEMATICAL MODELLING

Flow estimations for the Sohu Stream using artificial neural networks

(2011) M. Taghi Sattari et al.   Environmental Earth Sciences

Projected streamflow in the Huaihe River Basin (2010–2100) using artificial neural network

(2009) Chao Gao et al.   STOCHASTIC ENVIRONMENTAL RESEARCH AND RISK ASSESSMENT