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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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Detalles Bibliográficos
Autores principales: Kopsiaftis, George, Protopapadakis, Eftychios, Voulodimos, Athanasios, Doulamis, Nikolaos, Mantoglou, Aristotelis
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Hindawi 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6360059/
https://www.ncbi.nlm.nih.gov/pubmed/30800156
http://dx.doi.org/10.1155/2019/2859429