Validation of non-negative matrix factorization for assessment of atomic pair-distribution function (PDF) data in a real-time streaming context

We validate the use of matrix factorization for the automatic identification of relevant components from atomic pair distribution function (PDF) data. We also present a newly developed software infrastructure for analyzing the PDF data arriving in streaming manner. We then apply two matrix factoriza...

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Bibliographic Details

Main Authors:	Liu, Chia-Hao, Wright, Christopher J, Gu, Ran, Bandi, Sasaank, Wustrow, Allison, Todd, Paul K, O'Nolan, Daniel, Beauvais, Michelle L, Neilson, James R, Chupas, Peter J, Chapman, Karena W, Billinge, Simon J. L
Format:	Journal Article
Language:	English
Published:	22-10-2020
Subjects:	Computer Science - Learning Physics - Materials Science
Online Access:	Get full text
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