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The Materials Provenance Store
We present a database resulting from high throughput experimentation, primarily on metal oxide solid state materials. The central relational database, the Materials Provenance Store (MPS), manages the metadata and experimental provenance from acquisition of raw materials, through synthesis, to a bro...
Autores principales: | , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10079965/ https://www.ncbi.nlm.nih.gov/pubmed/37024515 http://dx.doi.org/10.1038/s41597-023-02107-0 |
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author | Statt, Michael J. Rohr, Brian A. Guevarra, Dan Suram, Santosh K. Morrell, Thomas E. Gregoire, John M. |
author_facet | Statt, Michael J. Rohr, Brian A. Guevarra, Dan Suram, Santosh K. Morrell, Thomas E. Gregoire, John M. |
author_sort | Statt, Michael J. |
collection | PubMed |
description | We present a database resulting from high throughput experimentation, primarily on metal oxide solid state materials. The central relational database, the Materials Provenance Store (MPS), manages the metadata and experimental provenance from acquisition of raw materials, through synthesis, to a broad range of materials characterization techniques. Given the primary research goal of materials discovery of solar fuels materials, many of the characterization experiments involve electrochemistry, along with optical, structural, and compositional characterizations. The MPS is populated with all information required for executing common data queries, which typically do not involve direct query of raw data. The result is a database file that can be distributed to users so that they can independently execute queries and subsequently download the data of interest. We propose this strategy as an approach to manage the highly heterogeneous and distributed data that arises from materials science experiments, as demonstrated by the management of over 30 million experiments run on over 12 million samples in the present MPS release. |
format | Online Article Text |
id | pubmed-10079965 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-100799652023-04-08 The Materials Provenance Store Statt, Michael J. Rohr, Brian A. Guevarra, Dan Suram, Santosh K. Morrell, Thomas E. Gregoire, John M. Sci Data Data Descriptor We present a database resulting from high throughput experimentation, primarily on metal oxide solid state materials. The central relational database, the Materials Provenance Store (MPS), manages the metadata and experimental provenance from acquisition of raw materials, through synthesis, to a broad range of materials characterization techniques. Given the primary research goal of materials discovery of solar fuels materials, many of the characterization experiments involve electrochemistry, along with optical, structural, and compositional characterizations. The MPS is populated with all information required for executing common data queries, which typically do not involve direct query of raw data. The result is a database file that can be distributed to users so that they can independently execute queries and subsequently download the data of interest. We propose this strategy as an approach to manage the highly heterogeneous and distributed data that arises from materials science experiments, as demonstrated by the management of over 30 million experiments run on over 12 million samples in the present MPS release. Nature Publishing Group UK 2023-04-06 /pmc/articles/PMC10079965/ /pubmed/37024515 http://dx.doi.org/10.1038/s41597-023-02107-0 Text en © The Author(s) 2023 https://creativecommons.org/licenses/by/4.0/Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons license and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . |
spellingShingle | Data Descriptor Statt, Michael J. Rohr, Brian A. Guevarra, Dan Suram, Santosh K. Morrell, Thomas E. Gregoire, John M. The Materials Provenance Store |
title | The Materials Provenance Store |
title_full | The Materials Provenance Store |
title_fullStr | The Materials Provenance Store |
title_full_unstemmed | The Materials Provenance Store |
title_short | The Materials Provenance Store |
title_sort | materials provenance store |
topic | Data Descriptor |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10079965/ https://www.ncbi.nlm.nih.gov/pubmed/37024515 http://dx.doi.org/10.1038/s41597-023-02107-0 |
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