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R

Roberto Schirru

universidade federal do rio de janeiro

26H-index
157Paper Count
2.4KCitation Count
Published Papers 30
Publication Date
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Flow rate determination in a two-phase system using radioactive particle tracking and deep learning
errApplied Radiation and Isotopes
IF1.8
err2026-05-01
err0
PREAI
errDam, Roos Sophia De Freitas; Salgado, William Luna; Puertas, Eddie Jesus Avilan; Schirru, Roberto; Salgado, Cesar Marques
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LSTM and transformer-based approach for nuclear reactor event sequence forecasting and TRIP detection
errProgress in Nuclear Energy
IF3.2
err2026-03-14
err0
PREAI
errBernardo M. Caixeta; Marcelo C. Santos; Alan M.M. de Lima; Victor H.C. Pinheiro; Roberto Schirru
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Multistep forecasting of state variables in nuclear power plants using deep learning
errNuclear Engineering and Design
IF2.1
err2025-12-01
err0
PREAI
errSantos, Marcelo C.; Caixeta, Bernardo M.; Nicolau, Andressa S.; Pereira, Claudio M. N. A.; Schirru, Roberto
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Optimization of a NuScale-like SMR: A Master-Slave Parallel computing in Particle Swarm approach for enhancing nuclear reactor project and initial fuel cycle efficiency in seed-blanket configurations
errProgress in Nuclear Energy
IF3.2
err2025-11-07
err0
PREAI
errGiovanni L. Stefani; Marcelo V. da Silva; Diego Manoel E. Gonçalves; João Victor S.A. Guimarães; Diego J.S.N. de Souza; Bernardo M. Caixeta; Marcelo C. Santos; Alan M.M. de Lima; Andressa S. Nicolau; Claudio M.N.A. Pereira; Roberto Schirru
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Particle swarm optimization of a Small modular reactor fuel assembly design with composed of U-ZR plates and MOX pins, based on Radkowsky concept
errProgress in Nuclear Energy
IF3.2
err2025-09-20
err0
PREAI
errGiovanni Laranjo de Stefani; Thiago Augusto dos Santos; Arthur Leal de Albuquerque; Roberto Junior Artuso Miranda; Marcelo Vilela da Silva; José Rafael Nicolao Carneiro; Maria Vitória de Aguiar Oliveira; Roberto Schirru
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Optimizing deep neural networks for nuclear power plant temperature estimation: A study on feature importance and outlier detection
errProgress in Nuclear Energy
IF3.2
err2025-09-11
err0
PREAI
errBernardo M. Caixeta; João V.S. A. Guimaraes; Marcelo C. Santos; Matheus C. Silva; Andressa S. Nicolau; Roberto Schirru; Da Silva M. Candeias; Muzitano G. Frazão; Justino M. Castro
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A simulator and controller for the real-time autonomous operation of pressurized water reactors based on expert systems
errPROGRESS IN NUCLEAR ENERGY
IF3.2
err2025-03-01
err0
PREAI
errFilho, Marcos A. G. S.; Baptista, Igor B.; Lima, Alan M. M.; Pinheiro, Victor H. C.; Schirru, Roberto
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Development of a deep neural network and a PSO algorithm to predict ore hardness using X-ray diffraction and atomic emission spectroscopy
errMINERALS ENGINEERING
IF5
err2024-08-01
err1
PREAI
errDe Almeida, T.; Nicolau, A. S.; Schirru, R.; Bueno, M.
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Deep neural networks for estimation of temperature values for thermal ageing evaluation of nuclear power plant equipment
errPROGRESS IN NUCLEAR ENERGY
IF3.2
err2023-02-01
err7
PREAI
errNicolau, Andressa dos Santos; Pinheiro, Victor Henrique Cabral; Schirru, Roberto; da Silva, Marco das Candeias; de Mello, Anneliese Silva; de Lima, Alan Miranda Monteiro
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Automatic block dimensioning on GPU-accelerated programs through particle swarm optimization
errINFORMATION AND SOFTWARE TECHNOLOGY
IF4.3
err2020-07-01
err1
PREAI
errPereira, Claudio M. N. A.; Pinheiro, Andre L. S.; Schirru, Roberto
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errSave
Determination of alarm templates for decision support in nuclear power plants alarm floods using evolutionary computation
errPROGRESS IN NUCLEAR ENERGY
IF3.2
err2020-05-01
err7
PREAI
errSchirru, Roberto; Schirru, Mikael; Boas Junior, Manoel Villas; dos Santos Nicolau, Andressa; Monteiro de Lima, Alan Miranda; Cabral Pinheiro, Victor Henrique
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Development of a Deep Rectifier Neural Network for dose prediction in nuclear emergencies with radioactive material releases
errPROGRESS IN NUCLEAR ENERGY
IF3.2
err2020-01-01
err19
PREAI
errDesterro, Filipe S. M.; Santos, Marcelo C.; Gomes, Kelcio J.; Heimlich, A.; Schirru, Roberto; Pereira, Claudio M. N. A.
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errSave
GPU-based implementation of a real-time model for atmospheric dispersion of radionuclides
errPROGRESS IN NUCLEAR ENERGY
IF3.2
err2019-01-01
err3
PREAI
errSantos, Marcelo C.; Pinheiro, Andre; Schirru, Roberto; Pereira, Claudio M. N. A.
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GPU-based implementation of a diagnostic wind field model used in real-time prediction of atmospheric dispersion of radionuclides
errPROGRESS IN NUCLEAR ENERGY
IF3.2
err2017-09-01
err9
PREAI
errPinheiro, Andre; Desterro, Filipe; Santos, Marcelo C.; Pereira, Claudio M. N. A.; Schirru, Roberto
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errSave
A cross-entropy method applied to the In-core fuel management optimization of a Pressurized Water Reactor
errPROGRESS IN NUCLEAR ENERGY
IF3.2
err2015-08-01
err8
PREAI
errde Moura Meneses, Anderson Alvarenga; Schirru, Roberto
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errSave
PSO with Dynamic Topology and Random Keys method applied to Nuclear Reactor Reload
errPROGRESS IN NUCLEAR ENERGY
IF3.2
err2015-08-01
err11
PREAI
errda Silveira Camara Augusto, Joao Pedro; Nicolau, Andressa dos Santos; Schirru, Roberto
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A self-adaptive quantum PBIL method for the nuclear reload optimization
errPROGRESS IN NUCLEAR ENERGY
IF3.2
err2014-07-01
err9
PREAI
errda Silva, Marcio Henrique; Schirru, Roberto
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Validation of a NaI(Tl) detector's model developed with MCNP-X code
errPROGRESS IN NUCLEAR ENERGY
IF3.2
err2012-08-01
err101
PREAI
errSalgado, C. M.; Brandao, L. E. B.; Schirru, R.; Pereira, C. M. N. A.; Conti, C. C.
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errSave
Nuclear reactor reload using Quantum Inspired Algorithm
errPROGRESS IN NUCLEAR ENERGY
IF3.2
err2012-03-01
err14
PREAI
errNicolau, Andressa dos Santos; Schirru, Roberto; Monteiro de Lima, Alan Miranda
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QACO_Alpha applied to the nuclear reactor core fuel reload optimization
errPROGRESS IN NUCLEAR ENERGY
IF3.2
err2011-01-01
err5
PREAI
errda Silva, Marcio Henrique; Schirru, Roberto; Monteiro de Lima, Alan Miranda
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Research Directions

The data has not been retrieved yet.
Co-authors
Cooperation Journals
L
Luca Maria Gambardella
H-index: 65 · Papers: 387
A
André Luís Pereira de Albuquerque
H-index: 24 · Papers: 95
C
Cláudio M.N.A. Pereira
H-index: 24 · Papers: 77
M
Maria Izabel M. S. Bueno
H-index: 23 · Papers: 107
C
Cláubia Pereira
H-index: 19 · Papers: 239
View more