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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...
Autores principales: | , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
National Academy of Sciences
2020
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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. |
format | Online Article Text |
id | pubmed-6969490 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | National Academy of Sciences |
record_format | MEDLINE/PubMed |
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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