Email this article Application of a Neural Network Approach to Measurements of Cosmic Ray Fluxes
- Authors: Istratov A.Y.1, Zakharchenko K.V.2, Kaperko A.F.1, Kolyubin V.A.2, Kulagin V.P.1, Kurochkin R.I.1
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Affiliations:
- Moscow Institute of Electronics and Mathematics, National Research University Higher School of Economics (MIEM HSE)
- UralAlmazInvest Production-Technological Center
- Issue: Vol 59, No 3 (2016)
- Pages: 293-302
- Section: Article
- URL: https://journals.rcsi.science/0543-1972/article/view/245816
- DOI: https://doi.org/10.1007/s11018-016-0961-x
- ID: 245816
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Abstract
A neural network approach for processing the output data from a spectrometer with diamond detectors on a spacecraft is discussed. A mathematical apparatus for obtaining differentiable data on fluxes of electrons, protons, and heavy charged particles in 21 energy bands is proposed.
About the authors
A. Yu. Istratov
Moscow Institute of Electronics and Mathematics, National Research University Higher School of Economics (MIEM HSE)
Author for correspondence.
Email: aistratov@hse.ru
Russian Federation, Moscow
K. V. Zakharchenko
UralAlmazInvest Production-Technological Center
Email: aistratov@hse.ru
Russian Federation, Moscow
A. F. Kaperko
Moscow Institute of Electronics and Mathematics, National Research University Higher School of Economics (MIEM HSE)
Email: aistratov@hse.ru
Russian Federation, Moscow
V. A. Kolyubin
UralAlmazInvest Production-Technological Center
Email: aistratov@hse.ru
Russian Federation, Moscow
V. P. Kulagin
Moscow Institute of Electronics and Mathematics, National Research University Higher School of Economics (MIEM HSE)
Email: aistratov@hse.ru
Russian Federation, Moscow
R. I. Kurochkin
Moscow Institute of Electronics and Mathematics, National Research University Higher School of Economics (MIEM HSE)
Email: aistratov@hse.ru
Russian Federation, Moscow
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