Runoff prediction of urban stream based on the discharge of pump stations using improved multi-layer perceptron applying new optimizers combined with a harmony search

Runoff Prediction Based on the Discharge of Pump Stations in an Urban Stream Using a Modified Multi-Layer Perceptron Combined with Meta-Heuristic Optimization

(2022) Won Jin Lee et al.   Water

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

(2020) Ganggang Zuo et al.   JOURNAL OF HYDROLOGY

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

Real-time water level prediction of cascaded channels based on multilayer perception and recurrent neural network

(2020) Tao Ren et al.   JOURNAL OF HYDROLOGY

An improved long short-term memory network for streamflow forecasting in the upper Yangtze River

(2020) Shuang Zhu et al.   STOCHASTIC ENVIRONMENTAL RESEARCH AND RISK ASSESSMENT

A Rainfall‐Runoff Model With LSTM‐Based Sequence‐to‐Sequence Learning

(2020) Zhongrun Xiang et al.   WATER RESOURCES RESEARCH

Correcting mean areal precipitation forecasts to improve urban flooding predictions by using long short-term memory network

(2020) Duc Hai Nguyen et al.   JOURNAL OF HYDROLOGY

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

(2019) Xinxin He et al.   WATER RESOURCES MANAGEMENT

Forecasting monthly precipitation using sequential modelling

(2019) Deepak Kumar et al.   HYDROLOGICAL SCIENCES JOURNAL-JOURNAL DES SCIENCES HYDROLOGIQUES

Prediction and inference of flow-duration curves using multi-output neural networks

(2019) Scott C. Worland et al.   WATER RESOURCES RESEARCH

Rapid spatio-temporal flood prediction and uncertainty quantification using a deep learning method

(2019) R. Hu et al.   JOURNAL OF HYDROLOGY

Evaluation and machine learning improvement of global hydrological model-based flood simulations

(2019) Tao Yang et al.   Environmental Research Letters

Monthly runoff forecasting based on LSTM–ALO model

(2018) Xiaohui Yuan et al.   STOCHASTIC ENVIRONMENTAL RESEARCH AND RISK ASSESSMENT

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

Simulating and Predicting of Hydrological Time Series Based on TensorFlow Deep Learning

(2018) Jinbo Qin et al.   POLISH JOURNAL OF ENVIRONMENTAL STUDIES

ANN-based interval forecasting of streamflow discharges using the LUBE method and MOFIPS

(2015) Riccardo Taormina et al.   ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE

Prediction of rainfall time series using modular soft computingmethods

(2012) C.L. Wu et al.   ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE

Evolving neural network using real coded genetic algorithm for daily rainfall–runoff forecasting

(2008) A. Sedki et al.   EXPERT SYSTEMS WITH APPLICATIONS