Gaussian Process Regression Tuned by Bayesian Optimization for Seawater Intrusion Prediction

Accurate prediction of the seawater intrusion extent is necessary for many applications, such as groundwater management or protection of coastal aquifers from water quality deterioration. However, most applications require a large number of simulations usually at the expense of prediction accuracy....

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Bibliographic Details
Main Authors: George Kopsiaftis, Eftychios Protopapadakis, Athanasios Voulodimos, Nikolaos Doulamis, Aristotelis Mantoglou
Format: Article
Language:English
Published: Hindawi Limited 2019-01-01
Series:Computational Intelligence and Neuroscience
Online Access:http://dx.doi.org/10.1155/2019/2859429