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Modeling of gamma-ray energy absorption buildup factors using neural network

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dc.contributor.buuauthorKüçük, Nil
dc.contributor.departmentFen Edebiyat Fakültesi
dc.contributor.departmentFizik Bölümü
dc.contributor.orcid0000-0002-9193-4591
dc.contributor.scopusid24436223800
dc.date.accessioned2024-04-03T10:00:40Z
dc.date.available2024-04-03T10:00:40Z
dc.date.issued2008-10
dc.description.abstractThis paper presents a new approach based on multilayered perceptrons (MLPs) to compute energy absorption buildup factors. The MLP has been trained by a Levenberg-Marquardt learning algorithm. The model is fast and does not require tremendous computational efforts. The results obtained by using the proposed model are in good agreement with the ANSI/ANS-6.4.3 standard data set.
dc.identifier.citationKüçük, N. (2008). "Modeling of gamma-ray energy absorption buildup factors using neural network". Annals of Nuclear Energy, 35(10), 1787-1790.
dc.identifier.doi10.1016/j.anucene.2008.05.005
dc.identifier.endpage1790
dc.identifier.issn0306-4549
dc.identifier.issue10
dc.identifier.scopus2-s2.0-50149093026
dc.identifier.startpage1787
dc.identifier.urihttps://doi.org/10.1016/j.anucene.2008.05.005
dc.identifier.urihttps://www.sciencedirect.com/science/article/pii/S0306454908001424
dc.identifier.urihttps://hdl.handle.net/11452/40953
dc.identifier.volume35
dc.identifier.wos000259740100001
dc.indexed.scopusScopus
dc.indexed.wosSCIE
dc.language.isoen
dc.publisherElsevier
dc.relation.journalAnnals of Nuclear Energy
dc.relation.publicationcategoryMakale - Uluslararası Hakemli Dergi
dc.rightsinfo:eu-repo/semantics/closedAccess
dc.subjectAbsorption
dc.subjectArtificial intelligence
dc.subjectEnergy absorption
dc.subjectGamma rays
dc.subjectLearning algorithms
dc.subjectLearning
dc.subjectSystems
dc.subjectPattern recognition systems
dc.subjectStandards
dc.subjectComputational efforts
dc.subjectData sets
dc.subjectGamma-ray energies
dc.subjectLevenberg-Marquardt
dc.subjectMulti-layered perceptrons
dc.subjectNew approaches
dc.subjectNeural networks
dc.subjectNuclear science & technology
dc.subject.scopusRadiation Shield; Attenuation Coefficients; Shielding
dc.subject.wosNuclear science & technology
dc.titleModeling of gamma-ray energy absorption buildup factors using neural network
dc.typeArticle
dspace.entity.typePublication
local.contributor.departmentFen Edebiyat Fakültesi/Fizik Bölümü
local.indexed.atWOS
local.indexed.atScopus

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