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Does repeat synthesis in materials chemistry obey a power law?

Finding examples where experimental measurements have been repeated is a powerful strategy for assessing reproducibility of scientific data. Here, we collect quantitative data to assess how often synthesis of a newly reported material is repeated in the scientific literature. We present a simple pow...

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Detalles Bibliográficos
Autores principales: Agrawal, Mayank, Han, Rebecca, Herath, Dinushka, Sholl, David S.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: National Academy of Sciences 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6969490/
https://www.ncbi.nlm.nih.gov/pubmed/31879338
http://dx.doi.org/10.1073/pnas.1918484117
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author Agrawal, Mayank
Han, Rebecca
Herath, Dinushka
Sholl, David S.
author_facet Agrawal, Mayank
Han, Rebecca
Herath, Dinushka
Sholl, David S.
author_sort Agrawal, Mayank
collection PubMed
description Finding examples where experimental measurements have been repeated is a powerful strategy for assessing reproducibility of scientific data. Here, we collect quantitative data to assess how often synthesis of a newly reported material is repeated in the scientific literature. We present a simple power-law model for the frequency of repeat syntheses and assess the validity of this model using a specific class of materials, metal-organic frameworks (MOFs). Our data suggest that a power law describes the frequency of repeat synthesis of many MOFs but that a small number of “supermaterials” exist that have been replicated many times more than a power law would predict. Our results also hint that there are many repeat syntheses that have been performed but not reported in the literature, which suggests simple steps that could be taken to greatly increase the number of reports of replicate experiments in materials chemistry.
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spelling pubmed-69694902020-01-27 Does repeat synthesis in materials chemistry obey a power law? Agrawal, Mayank Han, Rebecca Herath, Dinushka Sholl, David S. Proc Natl Acad Sci U S A Physical Sciences Finding examples where experimental measurements have been repeated is a powerful strategy for assessing reproducibility of scientific data. Here, we collect quantitative data to assess how often synthesis of a newly reported material is repeated in the scientific literature. We present a simple power-law model for the frequency of repeat syntheses and assess the validity of this model using a specific class of materials, metal-organic frameworks (MOFs). Our data suggest that a power law describes the frequency of repeat synthesis of many MOFs but that a small number of “supermaterials” exist that have been replicated many times more than a power law would predict. Our results also hint that there are many repeat syntheses that have been performed but not reported in the literature, which suggests simple steps that could be taken to greatly increase the number of reports of replicate experiments in materials chemistry. National Academy of Sciences 2020-01-14 2019-12-26 /pmc/articles/PMC6969490/ /pubmed/31879338 http://dx.doi.org/10.1073/pnas.1918484117 Text en Copyright © 2020 the Author(s). Published by PNAS. https://creativecommons.org/licenses/by-nc-nd/4.0/ https://creativecommons.org/licenses/by-nc-nd/4.0/This open access article is distributed under Creative Commons Attribution-NonCommercial-NoDerivatives License 4.0 (CC BY-NC-ND) (https://creativecommons.org/licenses/by-nc-nd/4.0/) .
spellingShingle Physical Sciences
Agrawal, Mayank
Han, Rebecca
Herath, Dinushka
Sholl, David S.
Does repeat synthesis in materials chemistry obey a power law?
title Does repeat synthesis in materials chemistry obey a power law?
title_full Does repeat synthesis in materials chemistry obey a power law?
title_fullStr Does repeat synthesis in materials chemistry obey a power law?
title_full_unstemmed Does repeat synthesis in materials chemistry obey a power law?
title_short Does repeat synthesis in materials chemistry obey a power law?
title_sort does repeat synthesis in materials chemistry obey a power law?
topic Physical Sciences
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6969490/
https://www.ncbi.nlm.nih.gov/pubmed/31879338
http://dx.doi.org/10.1073/pnas.1918484117
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