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Machine Learning Models in Complex Wastewater Hydraulics Problems

Author(s): F. Granata; R. Gargano; C. Tricarico; F. Di Nunno; S. Santopietro; G. de Marinis

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Keywords: Machine learning; Wastewater hydraulics; Drop manhole; Side weir; Energy loss

Abstract: Machine learning is a powerful tool to address many hydraulic engineering issues. In this paper, three different machine learning algorithms have been used to predict energy loss in a drop manhole and lateral outflow in a side weir.

DOI: https://doi.org/10.3850/978-981-11-2731-1_183-cd

Year: 2018

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