Application of Long Short-Term Memory (LSTM) Neural Network for Flood Forecasting

Deep Learning with a Long Short-Term Memory Networks Approach for Rainfall-Runoff Simulation

(2018) Caihong Hu et al.   Water

Hourly Water Level Forecasting at Tributary Affected by Main River Condition

(2017) Ji Sung et al.   Water

Application of BP Neural Network Algorithm in Traditional Hydrological Model for Flood Forecasting

(2017) Jianjin Wang et al.   Water

Neural network model for discharge and water-level prediction for Ramganga River catchment of Ganga Basin, India

(2016) M.Y.A. Khan et al.   HYDROLOGICAL SCIENCES JOURNAL-JOURNAL DES SCIENCES HYDROLOGIQUES

Artificial intelligence based models for stream-flow forecasting: 2000–2015

(2015) Zaher Mundher Yaseen et al.   JOURNAL OF HYDROLOGY

Deep learning

(2015) Yann LeCun et al.   NATURE

Prediction of Discharge in a Tidal River Using Artificial Neural Networks

(2014) H. Hidayat et al.   JOURNAL OF HYDROLOGIC ENGINEERING

Intermittent Streamflow Forecasting and Extreme Event Modelling using Wavelet based Artificial Neural Networks

(2014) Jaydip J. Makwana et al.   WATER RESOURCES MANAGEMENT

Improving real time flood forecasting using fuzzy inference system

(2013) Anil Kumar Lohani et al.   JOURNAL OF HYDROLOGY

Predicting Monsoon Floods in Rivers Embedding Wavelet Transform, Genetic Algorithm and Neural Network

(2013) Rajeev Ranjan Sahay et al.   WATER RESOURCES MANAGEMENT

The NumPy Array: A Structure for Efficient Numerical Computation

(2011) Stéfan van der Walt et al.   COMPUTING IN SCIENCE & ENGINEERING

A combined generalized regression neural network wavelet model for monthly streamflow prediction

(2011) Özgür Kişi   KSCE Journal of Civil Engineering

Comparison of data-driven modelling techniques for river flow forecasting

(2010) Shreenivas Londhe et al.   HYDROLOGICAL SCIENCES JOURNAL-JOURNAL DES SCIENCES HYDROLOGIQUES