30 May 2022 to 2 June 2022
Asia/Dubai timezone

Surrogate models for aquifer management

31 May 2022, 15:20
1h 10m
Poster Presentation (MS15) Machine Learning and Big Data in Porous Media Poster

Speaker

Dr VANESSA A. GODOY (Universitat Politecnica de Valencia)

Description

Different artificial intelligence methods are evaluated for the construction of surrogate models of the flow of the Requena-Utiel and Cabrillas-Malacara aquifers, in Valencia, Spain. The objective is to provide a quick, open, and minimally accurate tool that allows managers to assess the impact of possible changes in the flows extracted from existing wells and the impact of rainfall on the decrease/rise of piezometric levels. The different surrogate models resulted in very similar and precise approximations in the ranges of inputs and outputs for which training data were generated. In addition, the speed and ease of use were also verified.
Research financed by the InTheMED project, which is part of the PRIMA Programme supported by the European Union’s Horizon 2020 Research and Innovation Programme under Grant Agreement No 1923.

Participation In person
Country Spain
MDPI Energies Student Poster Award No, do not submit my presenation for the student posters award.
Time Block Preference Time Block A (09:00-12:00 CET)
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Primary authors

Dr VANESSA A. GODOY (Universitat Politecnica de Valencia) Janire Uribe-Asarta (Universitat Politecnica de Valencia) Gian F. Napa-García (Research) J. Jaime Gómez-Hernández (Universitat Politècnica de València)

Presentation materials

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