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Volume 301 - 35th International Cosmic Ray Conference (ICRC2017) - Session Cosmic-Ray Direct. CRD- direct measurements
A Multivariate Approach for Identification of Light Nuclear Isotopes of the Cosmic-Rays with Magnetic Spectrometers
W. Jang,* D. Son, C. Chung
*corresponding author
Full text: pdf
Pre-published on: 2017 August 16
Published on:
Abstract
In this work , we will show a way to distinguish various kinds of light nuclear isotops in cosmic-rays using boosted decision tree. Magnetic spectrometers are typically equipped with a magnet, a tracking system and a time-of-flight. This combination of apparatus can be used to reconstruct mass information of incoming charged particles from measurements of rigidity, speed and charge so that we can identify the incoming particles by their masses. A multivariate approach is found to be helpful to determine the separation power of particle identification among light isotopes.
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