PhyLiNO: a forward-folding likelihood-fit framework for neutrino oscillation physics

dc.contributor.authorHellwig, Denise
dc.contributor.authorSchoppmann, Stefan
dc.contributor.authorSoldin, Philipp
dc.contributor.authorStahl, Achim
dc.contributor.authorWiebusch, Christopher
dc.date.accessioned2025-12-03T09:46:01Z
dc.date.issued2025
dc.description.abstractWe present a framework for the analysis of data from neutrino oscillation experiments. The framework performs a profile likelihood fit and employs a forward-folding technique to optimize its model with respect to the oscillation parameters. It is capable of simultaneously handling multiple datasets from the same or different experiments and their correlations. The code of the framework is optimized for performance and allows for convergence times of a few seconds handling hundreds of fit parameters, thanks to multi-threading and usage of GPUs. The framework was developed in the context of the Double Chooz experiment, where it was successfully used to fit three- and four-flavor models to the data, as well as in the measurement of the energy spectrum of reactor neutrinos. We demonstrate its applicability to other experiments by applying it to a study of the oscillation analysis of a medium baseline reactor experiment similar to JUNO.en
dc.identifier.doihttps://doi.org/10.25358/openscience-13785
dc.identifier.urihttps://openscience.ub.uni-mainz.de/handle/20.500.12030/13806
dc.language.isoeng
dc.rightsCC-BY-4.0
dc.rights.urihttps://creativecommons.org/licenses/by/4.0/
dc.subject.ddc530 Physikde
dc.subject.ddc530 Physicsen
dc.titlePhyLiNO: a forward-folding likelihood-fit framework for neutrino oscillation physicsen
dc.typeZeitschriftenaufsatz
jgu.identifier.uuid301d0992-fc75-40d0-bea3-31f7e31bddef
jgu.journal.titleComputing and software for big science
jgu.journal.volume9
jgu.organisation.departmentFB 08 Physik, Mathematik u. Informatik
jgu.organisation.nameJohannes Gutenberg-Universität Mainz
jgu.organisation.number7940
jgu.organisation.placeMainz
jgu.organisation.rorhttps://ror.org/023b0x485
jgu.pages.alternative11
jgu.publisher.doi10.1007/s41781-025-00142-7
jgu.publisher.eissn2510-2044
jgu.publisher.nameSpringer
jgu.publisher.placeCham
jgu.publisher.year2025
jgu.rights.accessrightsopenAccess
jgu.subject.ddccode530
jgu.subject.dfgNaturwissenschaften
jgu.type.dinitypeArticleen_GB
jgu.type.resourceText
jgu.type.versionPublished version

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