Scholarly publication

Previsão de Vazão de Rios usando Rede Perceptron Multi-Camada Otimizada por Neural Architecture Search

Eduardo Henrique Próspero Souza, Vinicius Marques de Oliveira, Jefferson Oliveira Andrade, Karin Satie Komati

· Tecnia – Revista de Educação, Ciência e Tecnologia do IFG

Overview

The study uses multivariate time series from streamflow monitoring stations to forecast discharge in the Itapemirim and Acre rivers. A multilayer perceptron optimized through neural architecture search (NAS) achieved reported coefficients of determination (R²) of 0.999 and 0.975, respectively.

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