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    • Closed-loop Autonomous Materials Exploration and Optimization 1.0

    Metadata Updated: July 29, 2022

    Code and demonstration data for the paper, "On-the-fly closed-loop materials discovery via Bayesian active learning," Kusne, A.G., Yu, H., Wu, C. et al. Nat Commun 11, 5966 (2020). https://doi.org/10.1038/s41467-020 19597-w Code: Closed-loop autonomous materials exploration and optimization. This code is used to control an autonomous materials exploration and optimization platform. It guides subsequent experiments to learn about a material's phase map and target functional properties in a unified framework. Data: CAMEO code is demonstrated on Fe-Ga-Pd composition spread X-ray diffraction data.

    Access & Use Information

    Public: This dataset is intended for public access and use. License: See this page for license information.

    Downloads & Resources

    References

    https://doi.org/10.1038/s41467-020-19597-w

    Dates

    Metadata Created Date October 2, 2021
    Metadata Updated Date July 29, 2022
    Data Update Frequency irregular

    Metadata Source

    Harvested from NIST

    Other Data Resources

    Additional Metadata

    Resource Type Dataset
    Metadata Created Date October 2, 2021
    Metadata Updated Date July 29, 2022
    Publisher National Institute of Standards and Technology
    Maintainer
    Identifier ark:/88434/mds2-2480
    Data First Published 2021-09-30
    Language en
    Data Last Modified 2020-08-20 00:00:00
    Category Information Technology:Data and informatics, Materials:Materials characterization, Mathematics and Statistics:Experiment design
    Public Access Level public
    Data Update Frequency irregular
    Bureau Code 006:55
    Metadata Context https://project-open-data.cio.gov/v1.1/schema/data.json
    Schema Version https://project-open-data.cio.gov/v1.1/schema
    Catalog Describedby https://project-open-data.cio.gov/v1.1/schema/catalog.json
    Harvest Object Id 7ce1e2db-6aa9-48dc-83a2-e0c0af81074b
    Harvest Source Id 74e175d9-66b3-4323-ac98-e2a90eeb93c0
    Harvest Source Title NIST
    Homepage URL https://data.nist.gov/od/id/mds2-2480
    License https://www.nist.gov/open/license
    Program Code 006:045
    Related Documents https://doi.org/10.1038/s41467-020-19597-w
    Source Datajson Identifier True
    Source Hash 270375cfe26539770d3f3a801458e12c17b3ef54
    Source Schema Version 1.1

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