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Concreting a sustainable future: A dataset of alkali-activated concrete and its properties
This data article introduces a dataset comprising 1630 alkali-activated concrete (AAC) mixes, compiled from 106 literature sources. The dataset underwent extensive curation to address feature redundancy, transcription errors, and duplicate data, yielding refined data ready for further data-driven sc...
Autores principales: | , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Elsevier
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10493887/ https://www.ncbi.nlm.nih.gov/pubmed/37701711 http://dx.doi.org/10.1016/j.dib.2023.109525 |
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author | Torres, Benjamin Moreno Völker, Christoph Firdous, Rafia |
author_facet | Torres, Benjamin Moreno Völker, Christoph Firdous, Rafia |
author_sort | Torres, Benjamin Moreno |
collection | PubMed |
description | This data article introduces a dataset comprising 1630 alkali-activated concrete (AAC) mixes, compiled from 106 literature sources. The dataset underwent extensive curation to address feature redundancy, transcription errors, and duplicate data, yielding refined data ready for further data-driven science in the field of AAC, where this effort constitutes a novelty. The carbon footprint associated with each material used in the AAC mixes, as well as the corresponding CO(2) footprint of every mix, were approximated using two published articles. Serving as a foundation for future expansions and rigorous data applications, this dataset enables the characterization of AAC properties through machine learning algorithms or as a benchmark for performance comparison among different formulations. In summary, the dataset provides a resource for researchers focusing on AAC and related materials and offers insights into the environmental benefits of substituting traditional Portland concrete with AAC. |
format | Online Article Text |
id | pubmed-10493887 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Elsevier |
record_format | MEDLINE/PubMed |
spelling | pubmed-104938872023-09-12 Concreting a sustainable future: A dataset of alkali-activated concrete and its properties Torres, Benjamin Moreno Völker, Christoph Firdous, Rafia Data Brief Data Article This data article introduces a dataset comprising 1630 alkali-activated concrete (AAC) mixes, compiled from 106 literature sources. The dataset underwent extensive curation to address feature redundancy, transcription errors, and duplicate data, yielding refined data ready for further data-driven science in the field of AAC, where this effort constitutes a novelty. The carbon footprint associated with each material used in the AAC mixes, as well as the corresponding CO(2) footprint of every mix, were approximated using two published articles. Serving as a foundation for future expansions and rigorous data applications, this dataset enables the characterization of AAC properties through machine learning algorithms or as a benchmark for performance comparison among different formulations. In summary, the dataset provides a resource for researchers focusing on AAC and related materials and offers insights into the environmental benefits of substituting traditional Portland concrete with AAC. Elsevier 2023-08-28 /pmc/articles/PMC10493887/ /pubmed/37701711 http://dx.doi.org/10.1016/j.dib.2023.109525 Text en © 2023 The Authors https://creativecommons.org/licenses/by/4.0/This is an open access article under the CC BY license (http://creativecommons.org/licenses/by/4.0/). |
spellingShingle | Data Article Torres, Benjamin Moreno Völker, Christoph Firdous, Rafia Concreting a sustainable future: A dataset of alkali-activated concrete and its properties |
title | Concreting a sustainable future: A dataset of alkali-activated concrete and its properties |
title_full | Concreting a sustainable future: A dataset of alkali-activated concrete and its properties |
title_fullStr | Concreting a sustainable future: A dataset of alkali-activated concrete and its properties |
title_full_unstemmed | Concreting a sustainable future: A dataset of alkali-activated concrete and its properties |
title_short | Concreting a sustainable future: A dataset of alkali-activated concrete and its properties |
title_sort | concreting a sustainable future: a dataset of alkali-activated concrete and its properties |
topic | Data Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10493887/ https://www.ncbi.nlm.nih.gov/pubmed/37701711 http://dx.doi.org/10.1016/j.dib.2023.109525 |
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