ANN modeling of the bremsstrahlung photon flux in tantalum target

Please use this identifier to cite or link to this item: http://hdl.handle.net/11452/33158

Title:	ANN modeling of the bremsstrahlung photon flux in tantalum target
Authors:	Günoğlu, Kadir Akkurt, İskender Demirci, Zehra Nur Uludağ Üniversitesi/Fen-Edebiyat Fakültesi/Fizik Bölümü. 0000-0003-2245-8461 Demir, Nilgün AAH-3156-2021 7006874016
Keywords:	Computer science Bremsstrahlung photon Monte Carlo Tantalum Artificial neural network Monte Carlo methods Neural networks 15-MeV electrons ANN modeling Energy value Monte Carlo codes Photon spectra Tantalum foils Tantalum target Target materials Photons
Issue Date:	Nov-2013
Publisher:	Springer
Citation:	Günoğlu, K. vd. (2013). "ANN modeling of the bremsstrahlung photon flux in tantalum target". Neural Computing and Applications, 23(6), 1591-1595.
Abstract:	Bremsstrahlung 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.
URI:	https://doi.org/10.1007/s00521-012-1111-2 http://hdl.handle.net/11452/33158
ISSN:	0941-0643 1433-3058
Appears in Collections:	Scopus Web of Science

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