{"@type": "dcat:Dataset", "accessLevel": "public", "accrualPeriodicity": "irregular", "bureauCode": ["006:55"], "contactPoint": {"fn": "Aaron Gilad Kusne", "hasEmail": "mailto:aaron.kusne@nist.gov"}, "description": "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.", "distribution": [{"downloadURL": "https://data.nist.gov/od/ds/mds2-2480/CAMEO_NComm-master.zip.sha256", "mediaType": "text/plain", "title": "SHA256 File for Code and Data Demonstration for CAMEO"}, {"description": "Code and Data for demonstration of CAMEO 1.0: https://doi.org/10.1038/s41467-020-19597-w", "downloadURL": "https://data.nist.gov/od/ds/mds2-2480/CAMEO_NComm-master.zip", "mediaType": "application/x-zip-compressed", "title": "Code and Data Demonstration for CAMEO"}, {"accessURL": "https://doi.org/10.18434/mds2-2480", "title": "DOI Access for Closed-loop Autonomous Materials Exploration and Optimization 1.0"}], "identifier": "ark:/88434/mds2-2480", "issued": "2021-09-30", "keyword": ["autonomous", "machine learning", "phase map", "materials optimization"], "landingPage": "https://data.nist.gov/od/id/mds2-2480", "language": ["en"], "license": "https://www.nist.gov/open/license", "modified": "2020-08-20 00:00:00", "programCode": ["006:045"], "publisher": {"@type": "org:Organization", "name": "National Institute of Standards and Technology"}, "references": ["https://doi.org/10.1038/s41467-020-19597-w"], "theme": ["Information Technology:Data and informatics", "Materials:Materials characterization", "Mathematics and Statistics:Experiment design"], "title": "Closed-loop Autonomous Materials Exploration and Optimization 1.0"}