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

FERREIRA, SAVIOFRANCO, RENNANCONTI, THADEU2024-12-172024-12-172024FERREIRA, SAVIO; FRANCO, RENNAN; CONTI, THADEU. Multilayer perceptron neural network applied to the neutron transport equation for the single velocity neurocomputational approach to neutronic calculations. <b>Brazilian Journal of Radiation Sciences</b>, v. 12, n. 4, p. 1-16, 2024. DOI: <a href="https://dx.doi.org/10.15392/2319-0612.2024.2541">10.15392/2319-0612.2024.2541</a>. Disponível em: https://repositorio.ipen.br/handle/123456789/48801.2319-0612https://repositorio.ipen.br/handle/123456789/48801The 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.1-16openAccessMultilayer perceptron neural network applied to the neutron transport equation for the single velocity neurocomputational approach to neutronic calculationsRede neural de perceptron multicamadas aplicadas à equação de transporte de neutrons para o modelo de difusão de velocidade única de um reator nuclear com uma abordagem neurocomputacional para cálculos neutrônicosArtigo de periódico41210.15392/2319-0612.2024.2541https://orcid.org/0000-0001-6155-0637Sem Percentil F.I.Sem Percentil CiteScore