Data-Mining in der Astroteilchenphysik

IceCube is as neutrino telescope deposited in the glacial ice at the geographic south pole with an instrumented volume of one cubic kilometer. This work presents results on the energy unfolding of muon neutrinos with the IceCube Neutrino Observatory in its 86 string configuration. For the unfolding...

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Bibliographic Details
Main Author: Scheriau, Florian
Other Authors: Rhode, Wolfgang, Tolan, Metin
Format: Doctoral or Postdoctoral Thesis
Language:German
Published: 2014
Subjects:
ddc:530
Astroteilchenphysik
Myon-Neutrino
Entfaltung
South Pole
South pole
Online Access:http://hdl.handle.net/2003/33691
https://doi.org/10.17877/DE290R-232
id ftunivdortmund:oai:eldorado.tu-dortmund.de:2003/33691
record_format openpolar
spelling ftunivdortmund:oai:eldorado.tu-dortmund.de:2003/33691 2023-08-27T04:12:01+02:00 Data-Mining in der Astroteilchenphysik Scheriau, Florian Rhode, Wolfgang Tolan, Metin 2014-01-01 http://hdl.handle.net/2003/33691 https://doi.org/10.17877/DE290R-232 ger ger http://hdl.handle.net/2003/33691 http://dx.doi.org/10.17877/DE290R-232 ddc:530 Astroteilchenphysik Myon-Neutrino Entfaltung doc-type:Text doc-type:doctoralThesis 2014 ftunivdortmund https://doi.org/10.17877/DE290R-232 2023-08-07T12:01:35Z IceCube is as neutrino telescope deposited in the glacial ice at the geographic south pole with an instrumented volume of one cubic kilometer. This work presents results on the energy unfolding of muon neutrinos with the IceCube Neutrino Observatory in its 86 string configuration. For the unfolding a sample of high quality muon neutrinos with a purity above 99.2% using a random forest was derived. The unfolding was performed using a second derivative Tikhonov regularization within the software TRUEE. The unfolding covers an energy range of more than 4 decades starting at 125 GeV and ending at 3.2 PeV. Doctoral or Postdoctoral Thesis South pole Eldorado - Repositorium der TU Dortmund South Pole
institution Open Polar
collection Eldorado - Repositorium der TU Dortmund
op_collection_id ftunivdortmund
language German
topic ddc:530
Astroteilchenphysik
Myon-Neutrino
Entfaltung
spellingShingle ddc:530
Astroteilchenphysik
Myon-Neutrino
Entfaltung
Scheriau, Florian
Data-Mining in der Astroteilchenphysik
topic_facet ddc:530
Astroteilchenphysik
Myon-Neutrino
Entfaltung
description IceCube is as neutrino telescope deposited in the glacial ice at the geographic south pole with an instrumented volume of one cubic kilometer. This work presents results on the energy unfolding of muon neutrinos with the IceCube Neutrino Observatory in its 86 string configuration. For the unfolding a sample of high quality muon neutrinos with a purity above 99.2% using a random forest was derived. The unfolding was performed using a second derivative Tikhonov regularization within the software TRUEE. The unfolding covers an energy range of more than 4 decades starting at 125 GeV and ending at 3.2 PeV.
author2 Rhode, Wolfgang
Tolan, Metin
format Doctoral or Postdoctoral Thesis
author Scheriau, Florian
author_facet Scheriau, Florian
author_sort Scheriau, Florian
title Data-Mining in der Astroteilchenphysik
title_short Data-Mining in der Astroteilchenphysik
title_full Data-Mining in der Astroteilchenphysik
title_fullStr Data-Mining in der Astroteilchenphysik
title_full_unstemmed Data-Mining in der Astroteilchenphysik
title_sort data-mining in der astroteilchenphysik
publishDate 2014
url http://hdl.handle.net/2003/33691
https://doi.org/10.17877/DE290R-232
geographic South Pole
geographic_facet South Pole
genre South pole
genre_facet South pole
op_relation http://hdl.handle.net/2003/33691
http://dx.doi.org/10.17877/DE290R-232
op_doi https://doi.org/10.17877/DE290R-232
_version_ 1775355767028711424

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