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ZENODO
Dataset . 2025
License: CC BY
Data sources: ZENODO
ZENODO
Dataset . 2025
License: CC BY
Data sources: Datacite
ZENODO
Dataset . 2025
License: CC BY
Data sources: Datacite
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Dataset generated in "ANN-based surrogate model for the structural evaluation of jacket support structures for offshore wind turbines"

Authors: Quevedo-Reina, Román; Álamo, Guillermo; Aznárez, Juan José;

Dataset generated in "ANN-based surrogate model for the structural evaluation of jacket support structures for offshore wind turbines"

Abstract

This repository contains the train and test datasets used in the following scientific articles: "ANN-based surrogate model for the structural evaluation of jacket support structures for offshore wind turbines" by Román Quevedo-Reina, Guillermo M. Álamo, Juan J. Aznárez(https://doi.org/10.1016/j.oceaneng.2024.119984) "Feasibility analysis of jacket support structures for offshore wind turbines employing a regression-based artificial neural network model" by Román Quevedo-Reina, Guillermo M. Álamo, Juan J. Aznárez (https://doi.org/10.1016/j.compstruc.2025.108004) This dataset was used to train the artifficial neural networks described in the papers above and available at: https://doi.org/10.5281/zenodo.15132439 https://doi.org/10.5281/zenodo.15166283

The datasets are available in two formats: ".mat" (MATLAB file) and ".csv" (comma-separated values). The table contains the following details: Each row represents a single sample. The matrix has 105 columns, corresponding to the 74 input variables and 31 outputs of the structural model, all of them described in the cited scientific article.

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    popularity
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selected citations
These citations are derived from selected sources.
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
0
Average
Average
Average