Convolutional Neural Network Chemometrics for Rock Identification Based on Laser-Induced Breakdown S...
Convolutional Neural Network Chemometrics for Rock Identification Based on Laser-Induced Breakdown Spectroscopy Data in Tianwen-1 Pre-Flight Experiments
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Author / Creator
Yang, Fan , Xu, Weiming , Cui, Zhicheng , Liu, Xiangfeng , Xu, Xuesen , Jia, Liangchen , Chen, Yuwei , Shu, Rong and Li, Luning
Publisher
Basel: MDPI AG
Journal title
Language
English
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Publication information
Publisher
Basel: MDPI AG
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Scope and Contents
Contents
Laser-induced breakdown spectroscopy (LIBS) coupled with chemometrics is an efficient method for rock identification and classification, which has considerable potential in planetary geology. A great challenge facing the LIBS community is the difficulty to accurately discriminate rocks with close chemical compositions. A convolutional neural networ...
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Full title
Convolutional Neural Network Chemometrics for Rock Identification Based on Laser-Induced Breakdown Spectroscopy Data in Tianwen-1 Pre-Flight Experiments
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Record Identifier
TN_cdi_doaj_primary_oai_doaj_org_article_cd2e3e4a4ae04ccaa32fd01b3fb4fcd0
Permalink
https://devfeature-collection.sl.nsw.gov.au/record/TN_cdi_doaj_primary_oai_doaj_org_article_cd2e3e4a4ae04ccaa32fd01b3fb4fcd0
Other Identifiers
ISSN
2072-4292
E-ISSN
2072-4292
DOI
10.3390/rs14215343
