Munro, R.
(2003),
Data Evaluation Theory and Practice for Materials Properties, Special Publication (NIST SP), National Institute of Standards and Technology, Gaithersburg, MD, [online], https://tsapps.nist.gov/publication/get_pdf.cfm?pub_id=850731
(Accessed November 21, 2024)
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Data Evaluation Theory and Practice for Materials Properties
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Author(s)
Abstract
Data evaluation is the process by which collections of data are assessed with respect to reliability, completeness, and consistency. The present work addresses data evaluation for materials properties as a scientific discipline that evolves from the formal underpinnings of materials metrology. A theoretical foundation for data evaluation is developed and then illustrated in a practical application to the development of an operational protocol for materials property data. An extensive collection of examples is used to examine, in succession, the issues of accessibility, reproducibility, consistency, and predictability. Distinctions are made among definitive relations, correlations, derived and semiempirical relations, heuristic theories, and value estimates. Subtopics include the use of properties as parameters in models, the interpretation of ad hoc parameters, and the treatments of procedural properties, response dependent properties, and system dependent data.Citation
Special Publication (NIST SP) - 960-11
Report Number
960-11
NIST Pub Series
Pub Type
NIST Pubs
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Keywords
data evaluation, materials properties
Citation
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Created June 26, 2003, Updated February 19, 2017