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Neutrino-Nucleus Cross Section Analysis with DUNE-PRISM: Proof-of-Concept

Neutrino-nucleus cross section measurements are a vital ingredient for future neutrino oscillation analyses in DUNE. In this project, we show that DUNE-PRISM data can be exploited to create approximately monochromatic virtual fluxes, which we can use to measure cross sections based on measurements o...

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Autor principal: Gruber, Amir
Lenguaje:eng
Publicado: 2022
Materias:
Acceso en línea:http://cds.cern.ch/record/2825413
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author Gruber, Amir
author_facet Gruber, Amir
author_sort Gruber, Amir
collection CERN
description Neutrino-nucleus cross section measurements are a vital ingredient for future neutrino oscillation analyses in DUNE. In this project, we show that DUNE-PRISM data can be exploited to create approximately monochromatic virtual fluxes, which we can use to measure cross sections based on measurements of outgoing lepton kinematics from neutrino-nucleus interactions, provided that we have sufficient PRISM data. We show that by using PRISM data, we could reconstruct differential cross sections and resolve their important features, in a way that would hint at their vulnerabilities and provide a path for improving them, with a precision that is usually reserved for $(e,e')$ scattering data based analyses. We show that we could also use PRISM data to perform statistically significant hypothesis testing to compare our interaction models to data. In addition, we demonstrate that the reconstructed results from our method could be unfolded to true $\frac{d\sigma}{d\omega}$ measurements with reasonable statistical uncertainties.
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institution Organización Europea para la Investigación Nuclear
language eng
publishDate 2022
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spelling cern-28254132022-08-26T20:48:47Zhttp://cds.cern.ch/record/2825413engGruber, AmirNeutrino-Nucleus Cross Section Analysis with DUNE-PRISM: Proof-of-ConceptParticle Physics - ExperimentNeutrino-nucleus cross section measurements are a vital ingredient for future neutrino oscillation analyses in DUNE. In this project, we show that DUNE-PRISM data can be exploited to create approximately monochromatic virtual fluxes, which we can use to measure cross sections based on measurements of outgoing lepton kinematics from neutrino-nucleus interactions, provided that we have sufficient PRISM data. We show that by using PRISM data, we could reconstruct differential cross sections and resolve their important features, in a way that would hint at their vulnerabilities and provide a path for improving them, with a precision that is usually reserved for $(e,e')$ scattering data based analyses. We show that we could also use PRISM data to perform statistically significant hypothesis testing to compare our interaction models to data. In addition, we demonstrate that the reconstructed results from our method could be unfolded to true $\frac{d\sigma}{d\omega}$ measurements with reasonable statistical uncertainties.CERN-STUDENTS-Note-2022-083oai:cds.cern.ch:28254132022-08-26
spellingShingle Particle Physics - Experiment
Gruber, Amir
Neutrino-Nucleus Cross Section Analysis with DUNE-PRISM: Proof-of-Concept
title Neutrino-Nucleus Cross Section Analysis with DUNE-PRISM: Proof-of-Concept
title_full Neutrino-Nucleus Cross Section Analysis with DUNE-PRISM: Proof-of-Concept
title_fullStr Neutrino-Nucleus Cross Section Analysis with DUNE-PRISM: Proof-of-Concept
title_full_unstemmed Neutrino-Nucleus Cross Section Analysis with DUNE-PRISM: Proof-of-Concept
title_short Neutrino-Nucleus Cross Section Analysis with DUNE-PRISM: Proof-of-Concept
title_sort neutrino-nucleus cross section analysis with dune-prism: proof-of-concept
topic Particle Physics - Experiment
url http://cds.cern.ch/record/2825413
work_keys_str_mv AT gruberamir neutrinonucleuscrosssectionanalysiswithduneprismproofofconcept