Multilayer perceptron neural network applied to the neutron transport equation for the single velocity neurocomputational approach to neutronic calculations

The performance of neutronic calculations is a fundamental process for the analysis and design of nuclear reactors. However, due to the intrinsic complexity of these calculations, their solution is nearly impossible, whether through analytical or numerical methods. This work, through the application...

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Ngā kaituhi matua: Rennan Franco, Thadeu Conti, Savio Ferreira
Hōputu: Tuhinga
Reo:Ingarihi
I whakaputaina: Brazilian Radiation Protection Society (Sociedade Brasileira de Proteção Radiológica, SBPR) 2024-12-01
Rangatū:Brazilian Journal of Radiation Sciences
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Urunga tuihono:https://bjrs.org.br/revista/index.php/REVISTA/article/view/2541
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Whakarāpopototanga:The performance of neutronic calculations is a fundamental process for the analysis and design of nuclear reactors. However, due to the intrinsic complexity of these calculations, their solution is nearly impossible, whether through analytical or numerical methods. This work, through the application of a four-layer multilayer perceptron artificial neural network to the neutron transport equation, demonstrates the benefits of using neural computing for electronic calculations.
ISSN:2319-0612