2024
DOI: 10.3390/particles7020024
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Feature Selection Techniques for CR Isotope Identification with the AMS-02 Experiment in Space

Marta Borchiellini,
Leandro Mano,
Fernando Barão
et al.

Abstract: Isotopic composition measurements of singly charged cosmic rays (CR) provide essential insights into CR transport in the Galaxy. The Alpha Magnetic Spectrometer (AMS-02) can identify singly charged isotopes up to about 10 GeV/n. However, their identification presents challenges due to the small abundance of CR deuterons compared to the proton background. In particular, a high accuracy for the velocity measured by a ring-imaging Cherenkov detector (RICH) is needed to achieve a good isotopic mass separation over… Show more

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