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Correlating Near-Infrared Spectra to Bulk Properties in Polyolefins

This repository includes example code and data to correlate near-infrared spectroscopy (NIR) measurements with physical measurements for pure polyolefin samples. Specifically the provided Jupyter Notebook focuses on NIR correlations with density, crystallinity, and short chain branching. For additional information on using the code, please refer to the README.md, and for more information on the provided data, please refer to the README_data.md. Both files are included here and with the github code repository.For further information on methodology and interpretation, please refer to Bradley P. Sutliff, Shailja Goyal, Tyler B. Martin, Peter A. Beaucage, Debra J. Audus, and Sara V. Orski, "Correlations of Near-Infrared Spectra to Bulk Properties in Polyolefins, using Principal Component Analysis" Macromolecules 2024, 57, 5, 2329-2338, DOI: https://doi.org/10.1021/acs.macromol.3c02290

About this Dataset

Updated: 2024-02-22
Metadata Last Updated: 2023-05-15 00:00:00
Date Created: N/A
Data Provided by:
Dataset Owner: N/A

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Title Correlating Near-Infrared Spectra to Bulk Properties in Polyolefins
Description This repository includes example code and data to correlate near-infrared spectroscopy (NIR) measurements with physical measurements for pure polyolefin samples. Specifically the provided Jupyter Notebook focuses on NIR correlations with density, crystallinity, and short chain branching. For additional information on using the code, please refer to the README.md, and for more information on the provided data, please refer to the README_data.md. Both files are included here and with the github code repository.For further information on methodology and interpretation, please refer to Bradley P. Sutliff, Shailja Goyal, Tyler B. Martin, Peter A. Beaucage, Debra J. Audus, and Sara V. Orski, "Correlations of Near-Infrared Spectra to Bulk Properties in Polyolefins, using Principal Component Analysis" Macromolecules 2024, 57, 5, 2329-2338, DOI: https://doi.org/10.1021/acs.macromol.3c02290
Modified 2023-05-15 00:00:00
Publisher Name National Institute of Standards and Technology
Contact mailto:[email protected]
Keywords Polyolefin , Near-visible IR , Short Chain Branching , Crystallinity , Density , Polymer
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    "bureauCode": [
        "006:55"
    ],
    "modified": "2023-05-15 00:00:00",
    "publisher": {
        "@type": "org:Organization",
        "name": "National Institute of Standards and Technology"
    },
    "theme": [
        "Materials:Polymers",
        "Materials:Materials characterization",
        "Chemistry:Molecular characterization",
        "Information Technology:Data and informatics",
        "Chemistry:Analytical chemistry"
    ],
    "keyword": [
        "Polyolefin",
        "Near-visible IR",
        "Short Chain Branching",
        "Crystallinity",
        "Density",
        "Polymer"
    ]
}