Roberto Schirru - Publications, H-index & Citations

Roberto Schirru

universidade federal do rio de janeiro

26H指数

157论文数

2.4K被引数

收录论文 30

发表时间

Flow rate determination in a two-phase system using radioactive particle tracking and deep learning 利用放射性粒子示踪和深度学习在两相系统中确定流速

Applied Radiation and Isotopes

IF1.8

2026-05-01

PREAI

Dam, Roos Sophia De Freitas; Salgado, William Luna; Puertas, Eddie Jesus Avilan; Schirru, Roberto; Salgado, Cesar Marques

LSTM and transformer-based approach for nuclear reactor event sequence forecasting and TRIP detection 基于LSTM和Transformer的核反应堆事件序列预测与TRIP检测方法

Progress in Nuclear Energy

IF3.2

2026-03-14

PREAI

Bernardo M. Caixeta; Marcelo C. Santos; Alan M.M. de Lima; Victor H.C. Pinheiro; Roberto Schirru

Multistep forecasting of state variables in nuclear power plants using deep learning 核电站状态变量的多步预测研究：基于深度学习的方法

Nuclear Engineering and Design

IF2.1

2025-12-01

PREAI

Santos, Marcelo C.; Caixeta, Bernardo M.; Nicolau, Andressa S.; Pereira, Claudio M. N. A.; Schirru, Roberto

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 NuScale型SMR的优化：一种基于粒子群算法的主从并行计算方法，用于提升种子-毯式构型中核反应堆项目及初始燃料循环效率

Progress in Nuclear Energy

IF3.2

2025-11-07

PREAI

Giovanni 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

Particle swarm optimization of a Small modular reactor fuel assembly design with composed of U-ZR plates and MOX pins, based on Radkowsky concept 基于Radkowsky概念的、由U-Zr板和MOX棒组成的中小型模块化反应堆燃料组件设计的粒子群优化

Progress in Nuclear Energy

IF3.2

2025-09-20

PREAI

Giovanni 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

Optimizing deep neural networks for nuclear power plant temperature estimation: A study on feature importance and outlier detection 优化深度神经网络用于核电站温度估计：关于特征重要性和异常值检测的研究

Progress in Nuclear Energy

IF3.2

2025-09-11

PREAI

Bernardo 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

A simulator and controller for the real-time autonomous operation of pressurized water reactors based on expert systems

PROGRESS IN NUCLEAR ENERGY

IF3.2

2025-03-01

PREAI

Filho, Marcos A. G. S.; Baptista, Igor B.; Lima, Alan M. M.; Pinheiro, Victor H. C.; Schirru, Roberto

Development of a deep neural network and a PSO algorithm to predict ore hardness using X-ray diffraction and atomic emission spectroscopy

MINERALS ENGINEERING

IF5

2024-08-01

PREAI

De Almeida, T.; Nicolau, A. S.; Schirru, R.; Bueno, M.

Deep neural networks for estimation of temperature values for thermal ageing evaluation of nuclear power plant equipment 用于核电站设备热老化评估的温度值估计的深度神经网络

PROGRESS IN NUCLEAR ENERGY

IF3.2

2023-02-01

PREAI

Nicolau, Andressa dos Santos; Pinheiro, Victor Henrique Cabral; Schirru, Roberto; da Silva, Marco das Candeias; de Mello, Anneliese Silva; de Lima, Alan Miranda Monteiro

Automatic block dimensioning on GPU-accelerated programs through particle swarm optimization

INFORMATION AND SOFTWARE TECHNOLOGY

IF4.3

2020-07-01

PREAI

Pereira, Claudio M. N. A.; Pinheiro, Andre L. S.; Schirru, Roberto

Determination of alarm templates for decision support in nuclear power plants alarm floods using evolutionary computation

PROGRESS IN NUCLEAR ENERGY

IF3.2

2020-05-01

PREAI

Schirru, Roberto; Schirru, Mikael; Boas Junior, Manoel Villas; dos Santos Nicolau, Andressa; Monteiro de Lima, Alan Miranda; Cabral Pinheiro, Victor Henrique

Development of a Deep Rectifier Neural Network for dose prediction in nuclear emergencies with radioactive material releases

PROGRESS IN NUCLEAR ENERGY

IF3.2

2020-01-01

PREAI

Desterro, Filipe S. M.; Santos, Marcelo C.; Gomes, Kelcio J.; Heimlich, A.; Schirru, Roberto; Pereira, Claudio M. N. A.

GPU-based implementation of a real-time model for atmospheric dispersion of radionuclides

PROGRESS IN NUCLEAR ENERGY

IF3.2

2019-01-01

PREAI

Santos, Marcelo C.; Pinheiro, Andre; Schirru, Roberto; Pereira, Claudio M. N. A.