2024
DOI: 10.1038/s41597-024-03979-6
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A Database of Stress-Strain Properties Auto-generated from the Scientific Literature using ChemDataExtractor

Pankaj Kumar,
Saurabh Kabra,
Jacqueline M. Cole

Abstract: There has been an ongoing need for information-rich databases in the mechanical-engineering domain to aid in data-driven materials science. To address the lack of suitable property databases, this study employs the latest version of the chemistry-aware natural-language-processing (NLP) toolkit, ChemDataExtractor, to automatically curate a comprehensive materials database of key stress-strain properties. The database contains information about materials and their cognate properties: ultimate tensile strength, y… Show more

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