Yayın: ANN modeling of the bremsstrahlung photon flux in tantalum target
Tarih
Kurum Yazarları
Demir, Nilgün
Yazarlar
Günoğlu, Kadir
Akkurt, İskender
Demirci, Zehra Nur
Danışman
Dil
Türü
Yayıncı:
Springer
Dergi Başlığı
Dergi ISSN
Cilt Başlığı
Özet
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.
Açıklama
Kaynak:
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Konusu
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
Alıntı
Günoğlu, K. vd. (2013). "ANN modeling of the bremsstrahlung photon flux in tantalum target". Neural Computing and Applications, 23(6), 1591-1595.