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AM-Bench 2022 Demonstration Scripts

Description

This repository contains scripts and supporting information for a set of demonstrations related to the 2022 AM-Bench challenge series.

In particular, the data used in this demonstration comes from the 2018 AM-Bench challenge documented at https://www.nist.gov/ambench/amb2018-02-description.

The script queries the AM-Bench 2018 repository located at https://ambench.nist.gov/, then processes the returned XML-based results, does some image processing, and generates plots of melt pool depths. This work was originally done by Miyu Mudalamane (University of Delaware) during a 2021 Summer Undergraduate Research Fellowship at NIST supervised by Chandler Becker and Gretchen Greene (NIST Office of Data and Informatics, ODI).
It was later adapted as this notebook by Jordan Raddick (Johns Hopkins University) in consultation with NIST ODI staff.

Additional datasets and challenge problem documentation are available through the NIST Public Data Repository record at https://data.nist.gov/od/id/6D6EC9B3A4147BE2E05324570681EEC91931 with an associated publication (https://link.springer.com/article/10.1007/s40192-020-00169-1) documenting the experiments.

README

Terms of Use: LICENSE.md

Contact Information

Chandler A Becker, NIST Office of Data and Informatics, chandler.becker@nist.gov

Related Material

AM Bench 2022 Measurements and Challenge Problems

Third-Party Dependencies

This repository does not include any third-party software: it is only subject to the NIST Disclaimer of Warranty.

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