Autonomous Detection of Mineral Phases in a Rock Sample Using a Space-prototype LIMS Instrument and Unsupervised Machine Learning

Autonomous Detection of Mineral Phases in a Rock Sample Using a Space-prototype LIMS Instrument and Unsupervised Machine Learning

In situ mineralogical and chemical analyses of rock samples using a space-prototype laser ablation ionization mass spectrometer along with unsupervised machine learning are powerful tools for the study of surface samples on planetary bodies. This potential is demonstrated through the examination of...

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Bibliografiska uppgifter
Huvudupphovsmän: Salome Gruchola, Peter Keresztes Schmidt, Marek Tulej, Andreas Riedo, Klaus Mezger, Peter Wurz
Materialtyp: Artikel
Språk:English
Publicerad: IOP Publishing 2024-01-01
Serie:The Planetary Science Journal
Ämnen:
Time-of-flight mass spectrometry
Laser ablation
Dimensionality reduction
Länkar:https://doi.org/10.3847/PSJ/ad90b6

Internet

https://doi.org/10.3847/PSJ/ad90b6

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