Comparative study on stream flow prediction using the GMNN and wavelet-based GMNN

Comparative study on stream flow prediction using the GMNN and wavelet-based GMNN

Flood flow forecasting is essential for mitigating damage in flood-prone areas all over the world. Advanced actions and methodology to optimize peak flow criteria can be adopted based on forecasted discharge information. This paper applied the models of the integrated wavelet, multilayer perceptron...

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Bibliographic Details
Main Authors: Shivam Agarwal, Parthajit Roy, Parthasarathi Choudhury, Nilotpal Debbarma
Format: Article
Language:English
Published: IWA Publishing 2022-09-01
Series:Journal of Water and Climate Change
Subjects:
artificial neural network (ann)
gamma memory
multiple inputs–multiple outputs (mimo)
river systems
time-delay neural network (tdnn)
Online Access:http://jwcc.iwaponline.com/content/13/9/3323

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