On Topological Analysis of fs-LIMS Data. Implications for in Situ Planetary Mass Spectrometry

On Topological Analysis of fs-LIMS Data. Implications for in Situ Planetary Mass Spectrometry

In this contribution, we present results of non-linear dimensionality reduction and classification of the fs laser ablation ionization mass spectrometry (LIMS) imaging dataset acquired from the Precambrian Gunflint chert (1.88 Ga) using a miniature time-of-flight mass spectrometer developed for in s...

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Bibliographic Details
Main Authors: Rustam A. Lukmanov, Andreas Riedo, David Wacey, Niels F. W. Ligterink, Valentine Grimaudo, Marek Tulej, Coenraad de Koning, Anna Neubeck, Peter Wurz
Format: Article
Language:English
Published: Frontiers Media S.A. 2021-08-01
Series:Frontiers in Artificial Intelligence
Subjects:
fs-LIMS
mass-spectrometry
UMAP (uniform manifold approximation and projection)
mapper
microfossils
mars
Online Access:https://www.frontiersin.org/articles/10.3389/frai.2021.668163/full

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https://www.frontiersin.org/articles/10.3389/frai.2021.668163/full

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