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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Online Access: | http://hdl.handle.net/2003/33691 https://doi.org/10.17877/DE290R-232 |
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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 |