TY  - JOUR
T1  - Biçimlendirmeyi Yapay Sinir Ağları Kullanarak 58,60,61,62,63,64Ni İzotopları için (p, ), (n, ) ve (,) Reaksiyon Tesir Kesiti Hesaplamaları ve Optimizasyonu
TT  - (p, g), (n, g) ve (a,g) Reaction Cross Section Calculations and Optimization for the Isotopes of 58,60,61,62,63,64Ni using Artificial Neural Networks
AU  - Çapalı, Veli
PY  - 2019
DA  - August
DO  - 10.18185/erzifbed.561818
JF  - Erzincan University Journal of Science and Technology
PB  - Erzincan Binali Yildirim University
WT  - DergiPark
SN  - 2149-4584
SP  - 1095
EP  - 1102
VL  - 12
IS  - 2
LA  - tr
AB  - Bu çalışmada; nükleer reaksiyon tesir kesiti verilerinin hesaplanması içinyapay sinir ağlarının kullanımı incelenmiştir. Uygulama kriterleri yaklaştırmaoranı, deneysel veriler, değerlendirilmiş veriler ve teorik nükleer reaksiyonmodelleri ile gerçekleştirilen hesaplama değerleri kullanılarak belirlenmiştir.58,60,61,62,63,64Ni izotopları için (n, g), (p, g) ve (a, g) reaksiyon tesir kesitleri yapaysinir ağları kullanılarak hesaplanmıştır. Sonuçlar, bu yeni tekniğin bazınükleer reaksiyonların hesaplanmasındaki etkinliğini ve uygulanabilirliğinigöstermektedir.Gelişen teknolojiye ve sanayileşmeye bağlıolarak enerjiye duyulan ihtiyacın giderilmesiyönünde nükleer enerjiye ve nükleer enerjireaktörlerine yönelim olmuştur. Nükleerenerjiye olan bu yönelim ve ilgi, nükleerteknolojisinde ve fisyon reaksiyonu temelindeyeni reaktör sistemlerinin tasarlanmasına yolaçmıştır
KW  - Yapay sinir ağları
KW  - Nükleer reaksiyonlar
KW  - Reaksiyon tesir kesiti hesaplamaları
N2  - In this study; discusses the using artificialneural networks for approximation of data such as the nuclear reaction cross sectionsdata. The rate of approximation of the fitting criteria is determined by usingthe experimental value, evaluated data and theoretical nuclear reaction crosssection model’s calculations. The (n, g), (p, g) and (a, g) reactions cross-section for 58,60,61,62,63,64Ninuclei have been calculated from data obtained using neural networks. Theresults show the effectiveness and applicability of this new technique in thecalculation of some nuclear reactions. In this study; discusses the using artificial neural networks for approximation of data such as the nuclear reaction cross sections data. The rate of approximation of the fitting criteria is determined by using the experimental value, evaluated data and theoretical nuclear reaction cross section model’s calculations. The (n, g), (p, g) and (a, g) reactions cross-section for 58,60,61,62,63,64Ni nuclei have been calculated from data obtained using neural networks. The results show the effectiveness and applicability of this new technique in the calculation of some nuclear reactions.
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CR  - Demir B., Kaplan A., Çapalı V., Özdoğan H., Sarpün İ. H., Aydın A. and Tel E. 2015. “Neutron Production Cross–Section and Geant4 Calculations of the Structural Fusion Material 59Co for (a,xn) and (g,xn) Reactions”, J. Fusion Energ. 34 (3), 636-641.
CR  - Greenwood, L. R. 1983. “A New Calculation Of Thermal Neutron Damage And Helium Production in Nickel”, Journal of Nuclear Materials, 115, 137-142.
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CR  - NRDC-EXFOR (Experimental Nuclear Reaction Data File), Database Version of Mayıs 5, 2019. Brookhaven National Laboratory National Nuclear Data Centre. http://www.nndc.bnl.gov/nndc/exfor/. Son Erişim Tarihi: 05.04.2019.
CR  - Özdoğan, H., Şekerci, M., Kaplan, A. 2019. “Investigation of gamma strength functions and level density models effects on photon induced reaction cross–section calculations for the fusion structural materials 46,50Ti, 51V, 58Ni and 63Cu”, Appl. Radiat. Isotopes 143, 6-10.
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CR  - Sahan, M., Tel, E., Sahan, H., Kara, A., Aydin, A., Kaplan, A., Sarpun I. H., Demir, B., Akca, S., Yildiz, E. 2015. “Calculations of Double-Differential Neutron Emission Cross Sections for 9Be Target Nucleus at 14.2 MeV Neutron Energy”, J. Fusion Energ. 34 (3), 493-499.
UR  - https://doi.org/10.18185/erzifbed.561818
L1  - https://dergipark.org.tr/en/download/article-file/797579
ER  -