AI-enhanced X-ray diffraction analysis: towards real-time mineral phase identification and quantific...
AI-enhanced X-ray diffraction analysis: towards real-time mineral phase identification and quantification
About this item
Full title
Author / Creator
Publisher
England: International Union of Crystallography
Journal title
Language
English
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Publication information
Publisher
England: International Union of Crystallography
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Scope and Contents
Contents
The use of convolutional neural networks can revolutionize XRD analysis by significantly reducing processing times. Demonstration against synthetic and real mineral mixture data provide a first assessment of the accuracy of such methods.
Alternative Titles
Full title
AI-enhanced X-ray diffraction analysis: towards real-time mineral phase identification and quantification
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Author / Creator
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Record Identifier
TN_cdi_doaj_primary_oai_doaj_org_article_2474f477571e4120ae387a577915c5e7
Permalink
https://devfeature-collection.sl.nsw.gov.au/record/TN_cdi_doaj_primary_oai_doaj_org_article_2474f477571e4120ae387a577915c5e7
Other Identifiers
ISSN
2052-2525
E-ISSN
2052-2525
DOI
10.1107/S2052252524008157
