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dc.contributor.authorAydın, Güral
dc.contributor.authorSarıgül, Mehmet
dc.contributor.authorSarıgül, Hasan
dc.date.accessioned2020-05-24T15:32:20Z
dc.date.available2020-05-24T15:32:20Z
dc.date.issued2020
dc.identifier.citationAydın, G., Sarıgül, M., Sarıgül, H. (2020) . Position resolution study at high energies of a sampling electromagnetic calorimeter whose active material is a scintillator with Peroxide-cured polysiloxane base. Nuclear Instruments and Methods in Physics Research, Section A: Accelerators, Spectrometers, Detectors and Associated Equipment, 955, art. no. 163341. https://doi.org/10.1016/j.nima.2019.163341en_US
dc.identifier.issn0168-9002
dc.identifier.issn1872-9576
dc.identifier.urihttps://doi.org/10.1016/j.nima.2019.163341
dc.identifier.urihttps://hdl.handle.net/20.500.12508/1266
dc.descriptionWOS: 000508940400030en_US
dc.description.abstractThis study is based on the simulation for the position resolution performances of a sampling electromagnetic calorimeter with a Peroxide-cured polysiloxane based scintillator as an active material. Various algorithms and corrections were applied to reconstruct hit positions. Energy deposition in the center tower and neighboring towers were used to reconstruct the beam impact position in a detector tower module consisted of a 3 x 3 array matrix. Linear weights, corrected linear weights, logarithmic weights, and corrected logarithmic weights were the different algorithms to reconstruct beam hit positions through energy weighted tower positions. Moreover, the iterative weighting method based on the logarithmic weights were applied. The re-weighting algorithm based on the iterative weighting method was seen to improve the results necessarily at relatively low beam energies. Additionally, deep neural network structures were applied over the linear weights without using any logarithmic weights or correction to improve the position resolutions.en_US
dc.language.isoengen_US
dc.publisherElsevieren_US
dc.relation.isversionof10.1016/j.nima.2019.163341en_US
dc.rightsinfo:eu-repo/semantics/closedAccessen_US
dc.subjectSampling calorimeteren_US
dc.subjectGeant4en_US
dc.subjectLogarithmic weighten_US
dc.subjectIterative weighting methoden_US
dc.subjectDeep neural networken_US
dc.subject.otherCalorimetersen_US
dc.subject.otherCuringen_US
dc.subject.otherDeep neural networksen_US
dc.subject.otherMagnetic materialsen_US
dc.subject.otherOxidationen_US
dc.subject.otherParticle detectorsen_US
dc.subject.otherPeroxidesen_US
dc.subject.otherReadout systemsen_US
dc.subject.otherScintillation countersen_US
dc.subject.otherSiliconesen_US
dc.subject.otherTowersen_US
dc.subject.otherElectromagnetic calorimeteren_US
dc.subject.otherEnergy depositionsen_US
dc.subject.otherLogarithmic weighten_US
dc.subject.otherNeural network structuresen_US
dc.subject.otherPosition resolutionen_US
dc.subject.otherSampling calorimeters
dc.subject.otherWeighting methodsen_US
dc.subject.otherIterative methodsen_US
dc.titlePosition resolution study at high energies of a sampling electromagnetic calorimeter whose active material is a scintillator with Peroxide-cured polysiloxane baseen_US
dc.typearticleen_US
dc.relation.journalNuclear Instruments & Methods In Physics Research Section A: Accelerators Spectrometers Detectors and Associated Equipmenten_US
dc.contributor.departmentMühendislik ve Doğa Bilimleri Fakültesi -- Bilgisayar Mühendisliği Bölümüen_US
dc.identifier.volume955en_US
dc.relation.publicationcategoryMakale - Uluslararası Hakemli Dergi - Kurum Öğretim Elemanıen_US
dc.contributor.isteauthorSarıgül, Mehmeten_US
dc.relation.indexWeb of Science - Scopusen_US
dc.relation.indexWeb of Science Core Collection - Science Citation Index Expandeden_US


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