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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...

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Detalles Bibliográficos
Autores principales: Torres, Benjamin Moreno, Völker, Christoph, Firdous, Rafia
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Elsevier 2023
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.
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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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