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...

Descrizione completa

Dettagli Bibliografici

Autori principali:	Salome Gruchola, Peter Keresztes Schmidt, Marek Tulej, Andreas Riedo, Klaus Mezger, Peter Wurz
Natura:	Artigo
Lingua:	Inglês
Pubblicazione:	IOP Publishing 2024-01-01
Serie:	The Planetary Science Journal
Soggetti:	Time-of-flight mass spectrometry Laser ablation Dimensionality reduction
Accesso online:	https://doi.org/10.3847/PSJ/ad90b6
Tags:	Aggiungi Tag Nessun Tag, puoi essere il primo ad aggiungerne!!