Roberto Schirru

Instituição:

Universidade Federal do Rio de Janeiro

Centro:

Centro de Tecnologia

Unidade:

Coordenação dos Programas de Pós-Graduação de Engenharia

Departamento:

Programa de Engenharia Nuclear/COPPE

ORCID:

https://orcid.org/0000-0001-5836-207X


Formação:
  • Instituto Della Molle Di Studi Di Intelligenzia Artificialle

    | Pós-Doutorado | 1993 - 1994
  • Centro Europeu de Pesquisas Nucleares

    Especialização Em Inteligência Artificial | Especialização | 1992 - 1993
  • Universidade Federal do Rio de Janeiro

    Engenharia Nuclear | Doutorado | 1983 - 1991
  • Digital Equipaments Computer

    Processamento Em Tempo Real | Especialização | 1977 - 1977
  • Universidade Federal do Rio de Janeiro

    Engenharia Nuclear | Mestrado | 1977 - 1980
  • Universidade Federal do Rio de Janeiro

    Bacharelado Em Fisica | Graduação | 1973 - 1976
Laboratórios:
Nuvens de Palavras:
Artigos:

(70.73% artigos com DOI)

Titulo DOI Ano
A comparative study of a traditional localization algorithm and a deep learning model for radioactive particle tracking application 10.1016/j.apradiso.2023.111156 2024
Optimized modular nuclear reactor project utilizing artificial intelligence: Seed-blanket concept 10.1016/j.nucengdes.2024.113187 2024
A GPU-accelerated linear system solution for the Galerkin finite element method applied to neutron diffusion equation 10.1016/j.nucengdes.2024.113103 2024
Accident classification methodology with don?t know response for PWR nuclear reactors using the cuckoo optimization algorithm and principal component analysis method 10.1016/j.nucengdes.2024.113200 2024
Development of a deep neural network and a PSO algorithm to predict ore hardness using X-ray diffraction and atomic emission spectroscopy 10.1016/j.mineng.2024.108760 2024
Deep neural networks for estimation of temperature values for thermal ageing evaluation of nuclear power plant equipment 10.1016/j.pnucene.2022.104542 2023
Prediction of fluids volume fraction and barium sulfate scale in a multiphase system using gamma radiation and deep neural network 10.1016/j.apradiso.2023.111021 2023
Dynamic prediction of spatial dose rate distribution during nuclear severe accidents by means of active machine learning and mobile sensors 10.1016/j.nucengdes.2023.112609 2023
Virtual reality simulation of radioactive waste relocation with dynamic dose rate visualization 10.1016/j.nucengdes.2023.112497 2023
Prediction of LOCA?s break size and location based on random forest and Multi Tasking Deep Neural Network 10.1016/j.nucengdes.2023.112711 2023
Application of radioactive particle tracking and an artificial neural network to calculating the flow rate in a two-phase (oil-water) stratified flow regime 10.1016/j.apradiso.2021.110061 2022
Application of deep neural network and gamma-ray scattering in eccentric scale calculation regardless of the fluids volume fraction inside a pipeline 10.1016/j.apradiso.2022.110353 2022
PSO-based modeling particulate emission rates in nuclear accidents 10.15392/2319-0612.2022.1944 2022
A novel radioactive particle tracking algorithm based on Deep Rectifier Neural Network 10.1016/j.net.2021.01.002 2021
Development of a deep rectifier neural network for fluid volume fraction prediction in multiphase flows by gamma-ray densitometry 10.1016/j.radphyschem.2021.109708 2021
A multiple-architecture deep learning approach for nuclear power plants accidents classification including anomaly detection and -don?t know- response 10.1016/j.anucene.2021.108521 2021
Development of a Deep Rectifier Neural Network for dose prediction in nuclear emergencies with radioactive material releases 10.1016/j.pnucene.2019.103110 2020
Application of Cuckoo Search algorithm to Loading Pattern Optimization problems 10.1016/j.anucene.2019.107214 2020
Determination of alarm templates for decision support in nuclear power plants alarm floods using evolutionary computation 10.1016/j.pnucene.2020.103308 2020
Determination of mass attenuation coefficient of polylactic acid using gamma densitometry in 50-1000 keV energy range 10.1016/j.radphyschem.2020.109097 2020
Optimization of radioactive particle tracking methodology in a single-phase flow using MCNP6 code and artificial intelligence methods 10.1016/j.flowmeasinst.2020.101862 2020
Determination of eccentric deposition thickness on offshore horizontal pipes by gamma-ray densitometry and artificial intelligence technique 10.1016/j.apradiso.2020.109221 2020
The comparison of different multilayer perceptron and General Regression Neural Networks for volume fraction prediction using MCNPX code 10.1016/j.apradiso.2020.109170 2020
Automatic block dimensioning on GPU-accelerated programs through particle swarm optimization 10.1016/j.infsof.2020.106299 2020
Genetic programming applied to the identification of accidents of a PWR nuclear power plant 10.1016/j.anucene.2018.09.039 2019
Nuclear Power Plant accident identification system with -don?t know- response capability: Novel deep learning-based approaches 10.1016/j.anucene.2019.107111 2019
Deep rectifier neural network applied to the accident identification problem in a PWR nuclear power plant 10.1016/j.anucene.2019.05.039 2019
Applying Human Factors Engineering Program to the Modernization Project of NPP Control Room in accordance with U.S.NRC and KTA Regulations 2019
GPU-based implementation of a real-time model for atmospheric dispersion of radionuclides 10.1016/j.pnucene.2018.09.015 2019
Reconstruction of radiation dose rate profiles by autonomous robot with active learning and Gaussian process regression 10.1016/j.anucene.2017.11.033 2018
Particle Swarm Optimization Applied to the Nuclear Fuel Bundle Spacer Grid Spring Design 10.1080/00295450.2018.1516056 2018
Application of metaheuristics to Loading Pattern Optimization problems based on the IAEA-3D and BIBLIS-2D data 10.1016/j.anucene.2017.09.008 2018
A new methodology for diagnosis system with `Don?t Know? response for Nuclear Power Plant 10.1016/j.anucene.2016.10.018 2017
Development of a mobile dose prediction system based on artificial neural networks for NPP emergencies with radioactive material releases 10.1016/j.anucene.2017.03.017 2017
A novel method to improve dose assessment due to severe NPP accidents based on field measurements and particle swarm optimization 10.1016/j.anucene.2017.06.027 2017
GPU-based implementation of a diagnostic wind field model used in real-time prediction of atmospheric dispersion of radionuclides 10.1016/j.pnucene.2017.05.027 2017
Situation awareness measurement of an ecological interface designed to operator support during alarm floods 10.1016/j.ergon.2016.01.002 2016
PSO with Dynamic Topology and Random Keys method applied to Nuclear Reactor Reload 10.1016/j.pnucene.2015.03.009 2015
A cross-entropy method applied to the In-core fuel management optimization of a Pressurized Water Reactor 10.1016/j.pnucene.2015.04.007 2015
Prioritizing Alarms in Real-Time: Intelligent Alarms Advanced System 10.17265/2159-5275/2015.02.009 2015
A self-adaptive quantum PBIL method for the nuclear reload optimization 10.1016/j.pnucene.2014.02.011 2014
Virtual reality for operational procedures in radioactive waste deposits 10.1016/j.pnucene.2013.11.003 2014
Nuclear reactor reload using Quantum Inspired Algorithm 10.1016/j.pnucene.2011.11.001 2012
Optimization of nuclear reactor core fuel reload using the new Quantum PBIL 10.1016/j.anucene.2010.09.010 2011
Quantum evolutionary algorithm applied to transient identification of a nuclear power plant 10.1016/j.pnucene.2010.08.004 2011
QACO_Alpha applied to the nuclear reactor core fuel reload optimization 10.1016/j.pnucene.2010.08.005 2011
Swarm intelligence of artificial bees applied to In-Core Fuel Management Optimization 10.1016/j.anucene.2011.01.009 2011
Simultaneous Model Selection, Robust Data Reconciliation and Outlier Detection with Swarm Intelligence in a Thermal Reactor Power calculation 10.1016/j.anucene.2011.06.001 2011
Flow regime identification and volume fraction prediction in multiphase flows by means of gamma-ray attenuation and artificial neural networks 10.1016/j.pnucene.2010.02.001 2010
Study of confinements in the particle swarm optimisation for application to the nuclear reactor reload problem 10.1504/IJNKM.2010.031155 2010
A new approach for heuristics-guided search in the In-Core Fuel Management Optimization 10.1016/j.pnucene.2009.07.007 2010
A new NaI(Tl) four-detector layout for field contamination assessment using artificial neural networks and the Monte Carlo method for system calibration 10.1016/j.nima.2010.04.027 2010
A class-based search for the in-core fuel management optimization of a pressurized water reactor 10.1016/j.anucene.2010.06.008 2010
Assessment of neural networks training strategies for histomorphometric analysis of synchrotron radiation medical images? 10.1016/j.nima.2010.05.022 2010
Study of the Quantum Evolutionary Algorithm Parameters Applied to Transient Identification 2010
Prediction of volume fractions in three-phase flows using nuclear technique and artificial neural network 10.1016/j.apradiso.2009.02.093 2009
Aplicação de um modelo Fuzzy DEA para priorizar modos de falha em sistemas nucleares 2009
Multiprocessor modeling of parallel Particle Swarm Optimization applied to nuclear engineering problems 10.1016/j.pnucene.2009.02.004 2009
Applying particle swarm optimization algorithm for tuning a neuro-fuzzy inference system for sensor monitoring 10.1016/j.pnucene.2008.03.007 2009
Particle Swarm Optimization applied to the nuclear reload problem of a Pressurized Water Reactor 10.1016/j.pnucene.2008.07.002 2009
Análise de Imagens Médicas através de Sistemas Computacionais Inteligentes para Apoio ao Diagnóstico Clínico 2009
Parameterless evolutionary algorithm applied to the nuclear reload problem 2008
Identification of nuclear power plant transients using the Particle Swarm Optimization algoritm 2008
A nuclear reactor core fuel reload optimization using artificial ant colony connective networks 10.1016/j.anucene.2008.03.002 2008
Particle Swarm Optimization applied to a nuclear engineering problems 2007
Particle Swarm Optimization in Reactor Core Design 2006
Soft Computing Systems Applied to PWR's Xenon 2005
A Fuzzy Data Envelopmente Analysis Approach for FMEA 2005
The fuzzy clearing approach for a niching genetic algorithm applied to a nuclear reactor core design optimization problem 2004
A Real Time Artificially Intelligent Monitoring System for Nuclear Power Plants Operators Support 2004
A neural model for transiente identification in dynamic process with "don't know"response 2003
PWRs xenon ocisllation control trough a fuzzy expert system automatically designed by means of gentic programming 2003
Explosives detection using prompt-gamma neutron activation and neural networks 2002
Radiographic optical densitometry aided by neural approximators 2002
The Ant-Q Algorithm applied to the Nuclear Reload Problem 2002
Genetic Algorithms applied to Turbine Extraction Optimization of a Pressurized-Water Reactor 2002
A New Approach to the Use of Genetic Algorithm to Solve the Pressurized Water Reator's Fuel Management Optimization Problem 1999
Intelligent Soft Computing in Nuclear Engineering in Brazil 1999
Learning in Optimized Classification System from a Data Base of Time Series Patterns Using Genetic Algorithmd - Data Mining 1998
Basic Investigations Related to Genetic Algorithms in Core Designs 1998
Adaptative Vector Quantization Optimized by Genetic Algorithm for Real Time Diagnosis Through Fuzzy Sets 1997
A Computerized System For Continuous Monitoring Of The Core Cooling Margin 1988
Eventos:

(1.40% eventos com DOI)

Titulo DOI Ano
PSO-based modeling particulate emission rates in nuclear accidents 2021
Simulation of virtual radiation detectors in nuclear power plants to support equipment ageing studies based on Particle Swarm Optimization 2021
Identification of Design Basis Accidents of a PWR Nuclear Power Plant Using LSTM Autoencoders 2021
Optimization of PWR Nuclear Reactor Reload Problem Utilizing Paralleled Structured PBIL 2021
CUCKOOSEARCH APPLIED TO THE NUCLEAR POWER PLANTS ACCIDENT IDENTIFICATION PROBLEM 2019
AN EXPERT SYSTEM TO AID NPP EMERGENCIES WITH NUCLEAR MATERIAL RELEASE 2019
PSO WITH LEVY FLIGHT IN THE PROBLEM OF THE NUCLEAR -REACTOR RELOAD 2019
Preliminary Investigation on the Application of Autoencoder Neural Netowrks to Enhance Differentiation Amongst Hardly Separable Patterns for Nuclear Accident Classification 2019
Identification of Postulated Accidents of a PWR Nuclear Power Plant Using Deep Autoencoders 2019
Accident diagnosis system based on real-time decision tree expert system 10.1063/1.4981957 2017
Optimization of reload of nuclear power plants using aco together with the genes reactor physics code 2017
Quantum particle swarm approaches applied to combinatorial problems 2017
A mobile dose prediction system based on artificial neural networks for NPP emergencies with radioactive material releases 2017
ACCIDENT DIAGNOSIS OF THE ANGRA 2 NUCLEAR POWER PLANT BASED ON INTELLIGENT REAL-TIME ACQUISITION AGENTS AND A LOGICAL TREE MODEL 2017
AN OPTIMIZATION OF A GPU-BASED PARALLEL WIND FIELD MODULE 2017
GPU-BASED PARALLEL COMPUTING IN REAL-TIME MODELING OF ATMOSPHERIC TRANSPORT AND DIFFUSION OF RADIOACTIVE MATERIAL 2017
MODEL FOR IMPACT ASSESSMENT IN HUMAN FACTORS ENGINEERING PROJECT OF PWR PLANTS WITH DIGITAL CONTROL 2017
Applyinh Human Factors Engineering Program to the Modernization Project of NPP Control Room in Accordance with U.S.NRC and KTA Regulations 2017
A real time expert system for decision support in nuclear power plants 2017
APPLICATION OF AN EXPERT SYSTEM FOR REAL TIME DIAGNOSIS OF THE LILITING CONDITIONS FOR OPERATION IN NUCLEAR POWER PLANTS 2015
STUDY OF DIFFERENT FITNESS FUNCTIONS WITH SAFETY RESTRICTION FOR NUCLEAR REACTOR RELOAD PROBLEM USING QDPSO 2015
NEW APPROACHES OF THE POTENTIAL FIELD FOR QDPSO ALGORITHM APPLIED TO NUCLEAR REACTOR RELOAD PROBLEM 2015
OPTIMIZATION OF MECHANICAL STRUCTURES USING PARTICLE SWARM OPTIMIZATION 2015
SENSITIVITY STUDY IN ORDER TO IMPROVE THE MESH-GRID IN THE NUCLEAR MONITORING SYSTEM USING PARALLELS CODES 2015
A GPU BASED PARALLEL COMPUTATION MODEL FOR WIND FIELD CALCULATIONS IN ATMOSPHERIC RADIONUCLIDES DISPERSION 2015
IDENTIFICAÇÃO EM MALHA FECHADA DO NÍVEL DE ÁGUA DE UM GERADOR DE VAPOR DE USINA NUCLEAR UTILIZANDO ECHO STATE NETWORK SINTONIZADA POR ALGORITMOS GENÉTICOS 2015
QDPSO and Minkowski Distance Applied to Transient Diagnosis System 2014
Nuclear Reactor Reload Optimization using quantum Delta-Potential-Well-Based Particle Swarm Optimization Algorithm 2014
Study of Nuclear Reactor Reload Using Different Approaches of Quantum Inspired Algorithms 10.5220/0005141703020307 2014
Filtrando e Priorizando Alarmes em Tempo-real: Sistema Avançado de Alarmes Inteligentes (SAAI) 2014
QDPSO applied to Accident Identification Problem of a Nuclear Power Plant 2013
QDPSO applied to Complex Problem Optimization of the Nuclear Engineering 2013
An Analysis of Quantum - Inspired Swarm Algorithms on Benchmark Functions 2012
Accident Identification System with Automatic Detection of Abnormal Condition Using Quantum Computation 2011
IDENTIFYING NUCLEAR POWER PLANT TRANSIENTS USING THE 2011
Transient Diagnosis System Using Inspired Computing and Minkowisk Distance. 2011
Robust Data Reconciliation and Outlier Detection with Swarm Intelligence in a Thermal Reactor Power Calculation 2011
Diagnosis of Class Using Swarm Intelligence Applied to Problem of Identification of Transient Nuclear. 2011
A Modified Firefly Algorithm Applied to the Nuclear Reload Problem of a Pressurized Water Reactor 2011
QUANTUM EVOLUTIONARY ALGORITHM APPLIED TO TIME INDEPENDENT TRANSIENT IDENTIFICATION OF A NUCLEAR POWER PLANT 2010
A COMPARATIVE ANALYSIS BETWEEN QPBIL AND QACO 2010
STUDY ON THE PERFORMANCE OF QUANTUM EVOLUTIONARY ALGORITHM 2010
CÁLCULO DA EFICIENCIA DE FOTOPICO DE DETECTOR Nal(TI) UTILIZANDO MCNP-X 2010
DBABC - A DISCRETE BINARY VERSION OF THE ARTIFICIAL BEE COLONY (ABC) OPTIMIZATION ALGORITHM 2010
A NUCLEAR HEURISTIC FOR APPLICATION TO METAHEURISTICS IN THE IN-CORE FUEL MANAGEMENT OPTIMIZATION 2009
A NUCLEAR RELOAD OPTIMIZATION APPROACH USING A REAL CODED GENETIC ALGORITHM WITH RANDOM KEYS 2009
AN APPROACH USING QUANTUM ANT COLONY OPTIMIZATION APPLIED TO THE PROBLEM OF NUCLEAR REACTORS RELOAD 2009
ARTIFICIAL NEURAL NETWORK AND NEUTRON APPLICATION IN A VOLUME FRACTION CALCULATION IN ANNULAR AND STRATIFIED MULTIPHASE SYSTEM 2009
FLOW REGIME IDENTIFICATION METHODOLOGY WITH MCNP-X CODE AND ARTIFICIAL NEURAL NETWORK 2009
NEURAL COMPUTING FOR QUANTITATIVE ANALYSIS OF HUMAN BONE TRABECULAR STRUCTURES IN SYNCHTRON RADIATION X-RAY MICROCT IMAGES 2009
PARTICLE SWARM OPTIMIZATION APPLIED TO DATA RECONCILIATION IN NUCLEAR POWER PLANT 2009
QUANTUM COMPUTATION AND SWARM INTELIGENCE APPLIED IN THE OPTIMIZATION OF IDENTIFICATION OF ACCIDENTS IN A PWR NUCLEAR POWER PLANT 2009
ON THE PERFORMANCE OF AN ARTIFICIAL BEE COLONY OPTIMIZATION ALGORITHM APPLIED TO THE ACCIDENT DIAGNOSIS IN A PWR NUCLEAR POWER PLANT 2009
Inteligência Computacional e Informática Aplicada : Otimização com Enxames de Partículass e Redes Neurais Artificiais na Modelagem e Solução de Problemas 2009
ARTIFICIAL NEURAL NETWORKS APPLIED TO BONE RECOGNITION IN X-RAY COMPUTER MICROTOMOGRAPHY IMAGING FOR HISTOMORPHOMETRIC 2008
Influence of the Confinement in the Particle Swarm Optimization of Combinatorial Problems for Application to the Nuclear Reactor Reloading 2008
Uso de Rede Neural e Técnica Nuclear na Identificação de Frações de Volume em Fluxo Trifásico Es 2008
Guaranteed Convergence Particle Swarm Optimization Model Adapted to Combinatorial Problem for Application to the Nuclear Reactor Reload Problem 2008
Modelagem de Detector NAI(TL) usando MCNPX 2008
Reconhecimento de Imagens Utilizando RNA 2008
Redes Neurais Artificiais Aplicadas ao Reconhecimento de Tecido Ósseo em Imagens Médicas para Apoio ao Diagnóstico Clínico 2008
Comparative analysis of fuzzy model and numerical for indicators in monitoring and strategic planning of nuclear power plants 2007
On the proposal of na intelligent support system with cognitive architecture base don contextual modules for the operators of nuclear power plants 2007
Optimization of a predictive controlles of a pressurized water reactor xenon oscillation using the particle swarm optimization algorithm 2007
Particle Swarm Optimization with randon keys applied to the nuclear reactor reload problem 2007
Preliminary study for a nuclear multi-cycle reload optimization system 2007
Study of Heuristics in ant system for nuclear reloard optimization 2007
Stydy of volume fractions for stratified and annular regime in multiphase flows using gamma-rays and artificial neural network 2007
The PBIL algorithm applied to a nuclear reactor desing optimization 2007
The cellular particle swarm optimization algorithm 2007
Cálculo de frações de volume em sistema de escoamento anular, tipo PVC/água/gás, utilizando MCNPX e rede neural 2007
Study of the Potentiality Application of Nuclear Techniques and Artificial Neural Network in the Determination of Volume Fractions in Multiphase System 2007
Volume Fraction Calculation in Multiphase system such as Oil-Water-Gas Using Neutron 2007
Model of Fuzzy Expert system for the calculation of Performance and Safety Indicator of Nuclear Power Plants 2006
Parallel Evolutionary Mrthods Apllied to a PWR Core Reload Pattern Optomization 2006
Particle Swarm Optimization Applied to the Combinatorial Problem in order to solve the Nuclear Reactor Fuel Reloading Problem 2006
Particle Swarm Optimization Applied to the Nuclear Core Reload Problem 2006
Particle Swarn Optimization in Reactor Core Desing 2006
Determinação de frações de volume em sistema de escoamento multifásico utilizando atenuação de raios gama e redes neurais 2006
A neuro-fuzzy inference system tuned by particle swarn optimization algorithm for sensor monitoring 2005
A nuclear reactor core fuel reload optimization using artificial Ant Colony Connective Networks 2005
Avaliação da metodologia ATHEANA de análise de confiabilidade humana de segunda geração 2005
Development of a multi objective PBIL evolutionary algorithm applied to a nuclear core reload 2005
Expert System with fuzzy logic for the calculation of performance and security indicators in monitor 2005
Híbrido de Programação Genética com variante de PBIL 2005
Paticle Swarn Optimizatio aplicado ao problema combinatório com vistas a solução do problema de recarga nuclear 2005
Programação Genética restrita com modelo de Ilhas aplicada ao planejamento da política de testes de manutenção 2005
A multiobjective genetic algorithm for the optimization of nuclear safety system testing and cost policies 2004
Surveillance tests optimization of PWR auxiliary feedwater system by constrained genetic programming 2004
Conversão MAG3-DMSA por Redes Neurais Artificiais 2003
Ant System for the Optimization of Nuclear Fuel Reloading 2002
A Otimização Automática da Recarga Nuclear utilizando o Algoritmo ANT-Q 2002
Genetic Based Transient Identification System Desigm with Automatic Selection of Meaningful Variables 2002
A Genetic Algorithm applied to a pwr turbine extraction optimization to increase cycle efficiency 2002
Uma Abordagem Possibilística para identificação de transientes,com geração de resposta "não sei",otimizada por algoritmo genético 2002
Sistema de identificação de transientes com inclusão de ruídos e indicação de eventos desconhecidos 2002
Sistema de identificação de radionuclídeos a partir de emissões gama utilizando redes neurais artificiais. 2002
Comparação do modelo de ilhas-Implementação paralela-E do modelo serial do algoritmo evolucionário de otimização PBIL para recargas de reatores nucleares pwr 2002
Sistemas críticos quanto á segurança utilizando redes neurais artificiais 2002
Controle do pzr de angra 1 por meio de uma base de regras nebulosas construídas através de programação genética 2002
Base para uma arquitetura cognitiva destinada á supervisão de segurança na operação de usinas nucleares 2002
A Genetic Algorithm with Fuzzy Scheme Using Fuzzy Adaptive Clustering in Multimodal Function Optimization 2001
Neuro Fuzzy Systems for Fault Detection and Isolation in Nuclear Reactors 2001
Use of Thermal Neutron Analysis in COnjuction with Neural Networks for Detection of Plastic Explosives 2001
A Genetic Algorithm with Sharing Scheme using Fuzzy Adaptive Clustering in Multimodal Function Optimization 2001
O Algoritmo Evolucionário Ant-Q Aplicado ao Problema da Recarga Nuclear 2000
Utilização dos Métodos de Nicho dos Algoritmos Genéticos na Otimização de Problemas de Reatores Nucleares 2000
Aplicação de Redes Neurais para a Detecção de Substâncias Ilícitas 2000
Densitometria Ótica Radiográfica Auxiliada por Aproximadores Neurais 2000
Designing Optimized Pattern Recognition System by Learning Voronoi Vectors using Genetic Algorithms 2000
Modelos Neuro-Fuzzy Evolucionário Aplicados à Identificação de Sistemas Não-lineares 2000
Modelos de Ilhas para a Implementaçãp Paralela do Algoritmo Evolucionário PBIL 2000
Modelos de Redes Neurais para Análise de Imagens Cintilográficas do Sistema Urinário 2000
Modelos de Validação de Sinal Utilizando Técnicas de Inteligência Artificial Aplicados a um Reator Nuclear 2000
Neural Redundancy Applied to the Parity Space for Signal Validation 2000
Sistemas de Monitoração e Diagnóstico Baseado em Agentes 2000
Um Algoritmo Genético com Clusterização Adaptativa Nebulosa para a Otimização de Problemas de Reatores Nucleares 2000
Um Novo Algoritmo Evolucionário com Aprendizado LVQ na Otimização de Problemas Combinatoriais 2000
Um Modelo de Objetos Baseados em KKS para o Processamento de Alarmes da Usina Nuclear de Angra II 2000
Use of Artificial Neural Networks for Ilici Substance Identification 2000
Neuro-Fuzzy Modeling with Structure and Parameter Optimization 2000
Sistema Especialista em OPS5 para o Processamento Inteligente de Alarmes em Usinas Nucleares 1999
Parallel Genetic Algorithm as a Tool for Nuclear Reactor Reload 1999
A Simulator-Independent Otimization Tool based on Genetic Algorithm Applied to Nuclear Reactor Desing 1999
NEPHRUS: Modelo de Sistema Especialista em Multicamadas Inteligentes para a Avaliação do Sistema Urinário Baseado na Análise de Imagens Cintilográficas 1999
Modelagem do Conhecimento para Sistemas Inteligentes de Monitoração de Segurança em Tempo Real para Usinas Nucleares 1997
Nephurs: Modelo de Sistema Especialista em Multicamadas Inteligentes para Avaliação do Sistema Urinário baseado na Análise de Imagens Cintilográficas 1997
Sistema Inteligente para Deteção de Falhas com Raciocínio Não Monotônico 1997
A Genetic Algorithm Solution for Combinatorial Problems - The Nuclear Core Reload Exemplo 1997
Otimização em Projetos de Reatores Nucleares Baseada em Redes Neural e Algoritmo Genético 1997
Modelos Não-Lineares de Engenharia Nuclear como Aplicação de Programação Genética 1997
Genetic Algorithms in Automatic Reload of PWR Nuclear Reator: A New Model 1996
Evolutionary Algorithms for Multimodal Optimization in Financial Application 1995
Simulação em Microcomputadores de um Pressurizados de uma Usina PWR 1990
Validação para grupos de Medidas Redundantes 1990
Real Time Variables Dictionary (RTVD), An Espert System for Development of Real Time Applications in Nuclear Power Plants 1989
A computerized System for Analysis and Treatment of Redundant Measurements 1989
Improving Spds For Normal Operation 1988
A New Concept Of Safety Parameter Display System 1986
Desenvolvimento de Um Sistema de Supervisao de Parametros de Seguranca Para Angra - 1 1986
Desenvolvimento de Uma Metodologia Para Geracao de Constantes do Codigo Flare/G 1983
Cálculo Concentrado dos Produtos de Fissão no Reator da Usina Angra-I 1981
Sistema Tiger-Analise Isotopica Durante A Queima de Combustivel Nuclear 1979
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