NFDI4DS | UHH-SEMS - Publication Details

Roberto Schirru

ORCID: 0000-0001-5836-207X

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About

Contact & Profiles

A5046779719

Research Areas

Fault Detection and Control Systems
Nuclear reactor physics and engineering
Evolutionary Algorithms and Applications
Metaheuristic Optimization Algorithms Research
Risk and Safety Analysis
Nuclear Engineering Thermal-Hydraulics
Nuclear Physics and Applications
Graphite, nuclear technology, radiation studies
Neural Networks and Applications
Advanced Data Processing Techniques
Radioactive contamination and transfer
Advanced Multi-Objective Optimization Algorithms
Radiation Detection and Scintillator Technologies
Non-Destructive Testing Techniques
Nuclear Materials and Properties
AI in cancer detection
Anomaly Detection Techniques and Applications
Quantum Computing Algorithms and Architecture
Nuclear and radioactivity studies
Atmospheric and Environmental Gas Dynamics
Advanced Control Systems Optimization
Radioactivity and Radon Measurements
Process Optimization and Integration
Reservoir Engineering and Simulation Methods
Multi-Criteria Decision Making

Universidade Federal do Rio de Janeiro
2015-2024

Nuclear Engineering Institute
2014-2024

Centro de Desenvolvimento da Tecnologia Nuclear
2022

Centro Universitário da Cidade
2022

Escola de Comando e Estado-Maior do Exército
2017

National Nuclear Energy Commission
2008-2017

Expertise Engenharia (Brazil)
2017

Universidade Federal Fluminense
2009

Flow regime identification and volume fraction prediction in multiphase flows by means of gamma-ray attenuation and artificial neural networks

OPENALEX - Publications

César Marques Salgado Cláudio M.N.A. Pereira Roberto Schirru Luis Eduardo Barreira Brandão

10.1016/j.pnucene.2010.02.001 article EN Progress in Nuclear Energy 2010-03-10

Validation of a NaI(Tl) detector's model developed with MCNP-X code

OPENALEX - Publications

César Marques Salgado Luis Eduardo Barreira Brandão Roberto Schirru Cláubia Pereira C.C. Conti

10.1016/j.pnucene.2012.03.006 article EN Progress in Nuclear Energy 2012-04-21

A fuzzy data envelopment analysis approach for FMEA

OPENALEX - Publications

Pauli Adriano de Almada Garcia Roberto Schirru P.F. Frutuoso E Melo

10.1016/j.pnucene.2005.03.016 article EN Progress in Nuclear Energy 2005-01-01

Particle Swarm Optimization applied to the nuclear reload problem of a Pressurized Water Reactor

OPENALEX - Publications

Anderson Alvarenga de Moura Meneses Marcelo Dornellas Machado Roberto Schirru

10.1016/j.pnucene.2008.07.002 article EN Progress in Nuclear Energy 2008-09-11

Prediction of volume fractions in three-phase flows using nuclear technique and artificial neural network

OPENALEX - Publications

César Marques Salgado Luis Eduardo Barreira Brandão Roberto Schirru Cláudio M.N.A. Pereira Ademir Xavier da Silva and 1 more

10.1016/j.apradiso.2009.02.093 article EN Applied Radiation and Isotopes 2009-03-11

Deep rectifier neural network applied to the accident identification problem in a PWR nuclear power plant

OPENALEX - Publications

Marcelo C. Santos Victor Henrique Cabral Pinheiro Filipe Santana Moreira do Desterro Renato Koga de Avellar Roberto Schirru and 2 more

10.1016/j.anucene.2019.05.039 article EN Annals of Nuclear Energy 2019-06-07

Optimized modular nuclear reactor project utilizing artificial intelligence: Seed-blanket concept

OPENALEX - Publications

Marcelo Vilela da Silva Roberto Schirru Giovanni L. de Stefani Andressa S. Nicolau Alan Miranda Monteiro de Lima and 3 more

10.1016/j.nucengdes.2024.113187 article EN Nuclear Engineering and Design 2024-04-01

Optimizing Deep Neural Networks for Nuclear Power Plant Temperature Estimation: A Study on Feature Importance and Outlier Detection

OPENALEX - Publications

Bernardo Mendonça Caixeta Joao Marcondes Correa Guimaraes Marcelo C. Santos Matheus Siqueira Silva Andressa dos Santos Nicolau and 4 more

10.2139/ssrn.5131784 preprint EN 2025-01-01

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

OPENALEX - Publications

Marcos A.G.S. Filho Igor Bottrel Baptista Alan Miranda Monteiro de Lima Victor Henrique Cabral Pinheiro Roberto Schirru

10.1016/j.pnucene.2025.105675 article EN Progress in Nuclear Energy 2025-03-05

A new approach to the use of genetic algorithms to solve the pressurized water reactor's fuel management optimization problem

OPENALEX - Publications

Jorge Luiz C Chapot Fernando Carvalho da Silva Roberto Schirru

10.1016/s0306-4549(98)00078-4 article EN Annals of Nuclear Energy 1999-05-01

Multiprocessor modeling of parallel Particle Swarm Optimization applied to nuclear engineering problems

OPENALEX - Publications

Marcel Waintraub Roberto Schirru Cláudio M.N.A. Pereira

10.1016/j.pnucene.2009.02.004 article EN Progress in Nuclear Energy 2009-03-18

Identification of nuclear power plant transients using the Particle Swarm Optimization algorithm

OPENALEX - Publications

J.A.C.C. Medeiros Roberto Schirru

10.1016/j.anucene.2007.08.013 article EN Annals of Nuclear Energy 2007-12-03

Swarm intelligence of artificial bees applied to In-Core Fuel Management Optimization

OPENALEX - Publications

Iona ́ Maghali Santos de Oliveira Roberto Schirru

10.1016/j.anucene.2011.01.009 article EN Annals of Nuclear Energy 2011-02-06

The Ant-Q algorithm applied to the nuclear reload problem

OPENALEX - Publications

L. Ramos Machado Roberto Schirru

10.1016/s0306-4549(01)00118-9 article EN Annals of Nuclear Energy 2002-08-01

A nuclear reactor core fuel reload optimization using artificial ant colony connective networks

OPENALEX - Publications

Alan Miranda Monteiro de Lima Roberto Schirru Fernando Carvalho da Silva J.A.C.C. Medeiros

10.1016/j.anucene.2008.03.002 article EN Annals of Nuclear Energy 2008-04-24

Nuclear Power Plant accident identification system with “don’t know” response capability: Novel deep learning-based approaches

OPENALEX - Publications

Victor Henrique Cabral Pinheiro Marcelo C. Santos Filipe Santana Moreira do Desterro Roberto Schirru Cláudio Márcio do Nascimento Abreu Pereira

10.1016/j.anucene.2019.107111 article EN Annals of Nuclear Energy 2019-10-28

Accident classification methodology with don’t know response for PWR nuclear reactors using the cuckoo optimization algorithm and principal component analysis method

OPENALEX - Publications

Diego José Silva Nuzza de Souza Marcelo C. Santos Andressa S. Nicolau Roberto Schirru

10.1016/j.nucengdes.2024.113200 article EN Nuclear Engineering and Design 2024-04-11

Applying particle swarm optimization algorithm for tuning a neuro-fuzzy inference system for sensor monitoring

OPENALEX - Publications

Mauro Vitor de Oliveira Roberto Schirru

10.1016/j.pnucene.2008.03.007 article EN Progress in Nuclear Energy 2008-05-06

Simultaneous Model Selection, Robust Data Reconciliation and Outlier Detection with Swarm Intelligence in a Thermal Reactor Power calculation

OPENALEX - Publications

Eduardo Damianik Valdetaro Roberto Schirru

10.1016/j.anucene.2011.06.001 article EN Annals of Nuclear Energy 2011-07-01

Genetic programming applied to the identification of accidents of a PWR nuclear power plant

OPENALEX - Publications

Victor Henrique Cabral Pinheiro Roberto Schirru

10.1016/j.anucene.2018.09.039 article EN Annals of Nuclear Energy 2018-10-15

Basic investigations related to genetic algorithms in core designs

OPENALEX - Publications

Cláudio Márcio do Nascimento Abreu Pereira Roberto Schirru Aquilino Senra Martinez

10.1016/s0306-4549(98)00036-x article EN Annals of Nuclear Energy 1999-02-01

Situation awareness measurement of an ecological interface designed to operator support during alarm floods

OPENALEX - Publications

Eduardo Navarra Satuf Eugenius Kaszkurewicz Roberto Schirru Mário Cesar Mello Massa de Campos

10.1016/j.ergon.2016.01.002 article EN International Journal of Industrial Ergonomics 2016-01-30

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

OPENALEX - Publications

Filipe Santana Moreira do Desterro Marcelo C. Santos Kelcio J. Gomes Adino Heimlich Roberto Schirru and 1 more

10.1016/j.pnucene.2019.103110 article EN Progress in Nuclear Energy 2019-07-30

A multiple-architecture deep learning approach for nuclear power plants accidents classification including anomaly detection and “don’t know” response

OPENALEX - Publications

Marcelo C. Santos Cláudio M.N.A. Pereira Roberto Schirru

10.1016/j.anucene.2021.108521 article EN Annals of Nuclear Energy 2021-07-03

Explosives detection using prompt-gamma neutron activation and neural networks

OPENALEX - Publications

Wallace Vallory Nunes A.X. da Silva V.R. Crispim Roberto Schirru

10.1016/s0969-8043(02)00059-3 article EN Applied Radiation and Isotopes 2002-06-01

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