Publication:
ANN modeling of the bremsstrahlung photon flux in tantalum target

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dc.contributor.authorGünoğlu, Kadir
dc.contributor.authorAkkurt, İskender
dc.contributor.authorDemirci, Zehra Nur
dc.contributor.buuauthorDemir, Nilgün
dc.contributor.departmentFen Edebiyat Fakültesi
dc.contributor.departmentFizik Bölümü
dc.contributor.orcid0000-0003-2245-8461
dc.contributor.researcheridAAH-3156-2021
dc.contributor.scopusid7006874016
dc.date.accessioned2023-06-23T12:19:46Z
dc.date.available2023-06-23T12:19:46Z
dc.date.issued2013-11
dc.description.abstractBremsstrahlung photons produced by 15 MeV electron beam are simulated using the Monte Carlo code of FLUKA. Tantalum foils have been chosen as a target material in the simulation, and the obtained photon spectrum has been analyzed with artificial neural network (ANN) technique. In the training ANN model, the thicknesses and energy values of bremsstrahlung photons for the Ta target have been used as input. In this study, we observed that the trained ANN model is consistent with simulation results.
dc.identifier.citationGünoğlu, K. vd. (2013). "ANN modeling of the bremsstrahlung photon flux in tantalum target". Neural Computing and Applications, 23(6), 1591-1595.
dc.identifier.endpage1595
dc.identifier.issn0941-0643
dc.identifier.issn1433-3058
dc.identifier.issue6
dc.identifier.scopus2-s2.0-84885908607
dc.identifier.startpage1591
dc.identifier.urihttps://doi.org/10.1007/s00521-012-1111-2
dc.identifier.urihttp://hdl.handle.net/11452/33158
dc.identifier.volume23
dc.identifier.wos000325809300008
dc.indexed.wosSCIE
dc.language.isoen
dc.publisherSpringer
dc.relation.collaborationYurt içi
dc.relation.journalNeural Computing and Applications
dc.relation.publicationcategoryMakale - Uluslararası Hakemli Dergi
dc.rightsinfo:eu-repo/semantics/closedAccess
dc.subjectComputer science
dc.subjectBremsstrahlung photon
dc.subjectMonte Carlo
dc.subjectTantalum
dc.subjectArtificial neural network
dc.subjectMonte Carlo methods
dc.subjectNeural networks
dc.subject15-MeV electrons
dc.subjectANN modeling
dc.subjectEnergy value
dc.subjectMonte Carlo codes
dc.subjectPhoton spectra
dc.subjectTantalum foils
dc.subjectTantalum target
dc.subjectTarget materials
dc.subjectPhotons
dc.subject.scopusSolar Heaters; Artificial Neural Network; Coefficient of Performance
dc.subject.wosComputer science, artificial Iintelligence
dc.titleANN modeling of the bremsstrahlung photon flux in tantalum target
dc.typeArticle
dc.wos.quartileQ2
dspace.entity.typePublication
local.contributor.departmentFen Edebiyat Fakültesi/Fizik Bölümü
local.indexed.atScopus
local.indexed.atWOS

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