Abstract

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.

Details

Title
The Materials Provenance Store
Author
Statt, Michael J. 1   VIAFID ORCID Logo  ; Rohr, Brian A. 1 ; Guevarra, Dan 2   VIAFID ORCID Logo  ; Suram, Santosh K. 3   VIAFID ORCID Logo  ; Morrell, Thomas E. 4   VIAFID ORCID Logo  ; Gregoire, John M. 2   VIAFID ORCID Logo 

 Modelyst LLC, Palo Alto, USA 
 California Institute of Technology, Division of Engineering and Applied Science, Pasadena, USA (GRID:grid.20861.3d) (ISNI:0000000107068890); California Institute of Technology, Liquid Sunlight Alliance, Pasadena, USA (GRID:grid.20861.3d) (ISNI:0000000107068890) 
 Toyota Research Institute, Los Altos, USA (GRID:grid.467593.a) 
 California Institute of Technology, Caltech Library, Pasadena, USA (GRID:grid.20861.3d) (ISNI:0000000107068890) 
Pages
184
Publication year
2023
Publication date
2023
Publisher
Nature Publishing Group
e-ISSN
20524463
Source type
Scholarly Journal
Language of publication
English
ProQuest document ID
2796689271
Copyright
© The Author(s) 2023. This work is published under http://creativecommons.org/licenses/by/4.0/ (the “License”). Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License.