DOE PAGES title logo U.S. Department of Energy
Office of Scientific and Technical Information

Title: The Materials Provenance Store

Journal Article · · Scientific Data

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.

Research Organization:
California Institute of Technology (CalTech), Pasadena, CA (United States); Stanford Univ., CA (United States)
Sponsoring Organization:
USDOE; USDOE Office of Science (SC), Basic Energy Sciences (BES)
Grant/Contract Number:
AC02-76SF00515; SC0004993; SC0021266
OSTI ID:
1968648
Journal Information:
Scientific Data, Journal Name: Scientific Data Journal Issue: 1 Vol. 10; ISSN 2052-4463
Publisher:
Nature Publishing GroupCopyright Statement
Country of Publication:
United Kingdom
Language:
English

References (30)

High-Throughput Mapping of the Electrochemical Properties of (Ni-Fe-Co-Ce)O x Oxygen-Evolution Catalysts journal December 2013
Discovery of New Oxygen Evolution Reaction Electrocatalysts by Combinatorial Investigation of the Ni-La-Co-Ce Oxide Composition Space journal July 2014
The Materials Data Facility: Data Services to Advance Materials Science Research journal July 2016
Research data infrastructure for high-throughput experimental materials science journal December 2021
Band Edge Energy Tuning through Electronic Character Hybridization in Ternary Metal Vanadates journal September 2021
Balancing Surface Passivation and Catalysis with Integrated BiVO4/(Fe–Ce)Ox Photoanodes in pH 9 Borate Electrolyte journal October 2018
Discovery of Fe–Ce Oxide/BiVO 4 Photoanodes through Combinatorial Exploration of Ni–Fe–Co–Ce Oxide Coatings journal August 2016
Rutile Alloys in the Mn–Sb–O System Stabilize Mn 3+ To Enable Oxygen Evolution in Strong Acid journal October 2018
Combinatorial Discovery of Lanthanum–Tantalum Oxynitride Solar Light Absorbers with Dilute Nitrogen for Solar Fuel Applications journal December 2017
Scanning Electrochemical Flow Cell with Online Mass Spectroscopy for Accelerated Screening of Carbon Dioxide Reduction Electrocatalysts journal August 2019
Mapping Quantum Yield for (Fe–Zn–Sn–Ti)O x Photoabsorbers Using a High Throughput Photoelectrochemical Screening System journal February 2014
Parallel Electrochemical Treatment System and Application for Identifying Acid-Stable Oxygen Evolution Electrocatalysts journal January 2015
Colorimetric Screening for High-Throughput Discovery of Light Absorbers journal January 2015
Tracking materials science data lineage to manage millions of materials experiments and analyses journal July 2019
The case for data science in experimental chemistry: examples and recommendations journal April 2022
Machine learning for molecular and materials science journal July 2018
Synthesis, optical imaging, and absorption spectroscopy data for 179072 metal oxides journal March 2019
An open experimental database for exploring inorganic materials journal April 2018
Discovering Ce-rich oxygen evolution catalysts, from high throughput screening to water electrolysis journal January 2014
Development of solar fuels photoanodes through combinatorial integration of Ni–La–Co–Ce oxide catalysts on BiVO 4 journal January 2016
Solar fuel photoanodes prepared by inkjet printing of copper vanadates journal January 2016
Multi-modal optimization of bismuth vanadate photoanodes via combinatorial alloying and hydrogen processing journal January 2019
Machine learning of optical properties of materials – predicting spectra from images and images from spectra journal January 2019
Scanning droplet cell for high throughput electrochemical and photoelectrochemical measurements journal February 2013
High-throughput on-the-fly scanning ultraviolet-visible dual-sphere spectrometer journal January 2015
High-throughput synchrotron X-ray diffraction for combinatorial phase mapping journal October 2014
Combining reactive sputtering and rapid thermal processing for synthesis and discovery of metal oxynitrides journal May 2015
A data ecosystem to support machine learning in materials science journal October 2019
Artificial intelligence for materials discovery journal July 2019
The Materials Provenance Store dataset January 2022