Publication: ANN modeling of the bremsstrahlung photon flux in tantalum target
Date
Authors
Demir, Nilgün
Authors
Günoğlu, Kadir
Akkurt, İskender
Demirci, Zehra Nur
Advisor
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Springer
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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.
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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
Citation
Günoğlu, K. vd. (2013). "ANN modeling of the bremsstrahlung photon flux in tantalum target". Neural Computing and Applications, 23(6), 1591-1595.