Document Type

Poster

Publication Date

Summer 8-6-2024

Abstract

Data produced at the 1-ID beamline APS are often serialized in large, disconnected tables, which can impede the effective reuse and replication of analysis performed for cutting edge research and instrumentation conducted at the facility. This poster describes an alternative approach of utilizing component-based FAIR (Findable, Accessible, Interoperable, and Reusable) ontologies as a framework for organizing and connecting experimental variables. Three packages were developed to facilitate the creation and connection of component ontologies into a fully connected FAIR ontology for an experiment. An ontology-based workflow is also discussed for beamline scientists and users to visualize and connect collected values alongside variable associations. A FAIR ontology builds the capability for automated analysis, enhances data stewardship practices, and enables data interoperability between different beamline facilities inside the APS and across beamline laboratories in the United States.

Keywords

FAIR Data, Materials Data Science, Synchrotron Science, APS, Argonne National Laboratory, Beamline, X-ray diffraction

Publication Title

Data Science in Engineering and Life Sciences Symposium

Rights

© 2024 The Author(s). This work is licensed under a Creative Commons Attribution-Noncommercial 4.0 International License (https://creativecommons.org/licenses/by-nc/4.0/), which permits use, sharing, adaptation, distribution and reproduction in any medium or format for non-commercial purposes, 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. Third party material in this work such as some images may not be included in the article's Creative Commons license. 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.

Creative Commons License

Creative Commons Attribution-NonCommercial 4.0 International License
This work is licensed under a Creative Commons Attribution-NonCommercial 4.0 International License

Department/Center

Materials Science & Engineering

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