Dr Erivelton Nepomuceno

Biography
Erivelton Nepomuceno received his BEng and PhD in Electrical Engineering from UFSJ (2001) and UFMG (2005) respectively. He was Associate Professor at Federal University of São João del-Rei until 2021, when he was appointed as Assistant Professor at the Centre for Ocean Energy Research and Department of Electronic Engineering at Maynooth University. He was a visiting Research Fellow at Technological Institute of Aeronautics in Brazil (2005), Imperial College London (2013/14), Saint Petersburg Electrotechnical University in Russia (2019) and at City, University of London (2020/21). Erivelton is a Senior Member of IEEE and elected Secretary of the IEEE Technical Committee on Nonlinear Circuits and Systems. He has been elected coordinator of the Technical Committee on System Identification and Data Science for Brazilian Association of Automatic Control. He is Deputy EiC of IEEE Latin America Transactions, and he serves as Associate editor for 1) IEEE Transactions on Circuits and Systems II: Express Briefs; 2) Journal of Control, Automation and Electrical Systems; 3) Mathematical Problems in Engineering; 4) IEEE Potentials Magazine; 5) International Journal of Network Dynamics. Editorial Board: Neural Computing & Applications. His research interests include Computer Arithmetic; System Identification; Ocean Energy; Cryptography with Chaos; Complex Networks. He has published 87 journal papers, 185 conference papers/book chapters/editorials and he has reviewed 385 papers for 63 journals.
Scientific/Social Networks
- ResearchGate
- Orcid (0000-0002-5841-2193)
- Web of Science ResearcherID: F-4042-2016
- Google Scholar Profile
- Lattes Curriculum (In Portuguese)
Research Interests
Funding and Collaboration
Interested in doing PhD, Postdoctoral training or Internship? Email me to discuss possibilities of funding and collaboration: erivelton.nepomuceno@mu.ie.
Research interests
- Chaos
- Computer Arithmetic
- Cryptography
- Ocean Energy
- Sustainable Systems
- System Identification
PhD Supervision
- (03/23 - 02/27) - Moloud Arian Maram - (Maynooth University)
- Title: Mathematical Modelling of a floating offshore wind/wave platform
- (01/23 - 12/26) - Josefredo Gadelha - (Maynooth University)
- Title: Simultaneous stabilization and wave energy harvesting for a floating offshore wind/wave platform
- (09/22 - 08/26) - Thalita Nazaré - (Maynooth University)
- Title: Hybrid Wind-Wave Platforms and Control Co-Design
- (09/18 - 08/22) - Mohamed Ghanem - (City, University of London)
- Title: Hierarchical reinforcement learning for efficient and effective automated penetration testing of large networks
- (07/19 - 06/23) - Denise Fonseca Resende - (University of Juiz de Fora)
- Title: Adaptive Channel Equalization for Frequency Response Correction of Instrument Transformers
- (03/20 - 02/24) - Lucas Giovani Nardo - (University of Minas Gerais)
- Title: Techniques for Software and Hardware for Digital Chaotic Systems
- (07/19 - 06/23) - Heitor Magno Rodrigues Junior - (University of Juiz de Fora)
- Title: Power flow by means of interval arithmetic
- (03/19 - 02/23) - Pedro Henrique Oliveira Silva - (University of Juiz de Fora)
- Title: Data processing and machine learning methods to monitor wheel-rail dynamic forces
- (03/19 - 02/23) - Felipe Laure Miranda - (University of Juiz de Fora)
- Title: Multi-objective transmission expansion planning based on Pareto dominance and neural networks
Completed PhD Supervision
- (03/18 - 02/22) - Eduardo Ribeiro Pinto (University of São Paulo State)
- Title: Individual-based models with Complex Networks for Infectious Diseases
- (03/19 - 02/23) - Priscila Fernanda da Silva Guedes - (University of Minas Gerais)
- Title: Discretization schemes for nonlinear dynamical systems
Observation about Research Projects
The research project listed below reflect two different realities. The first two were supported in Ireland. All the other ones have been supported in Brazil, at Federal University of São João del-Rei. Most of grants are similar at their aims and competitiveness. Nevertheless, a different financial support scheme (for instance, scholarship are given to universities not in these projects) in addition to inflation and Brazilian Real fluctuation make the comparison in terms of financial support awarded very difficulty to be made.
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Research Projects
Peer Reviewed Journal
Year | Publication | |
---|---|---|
2004 | Sánchez, Juan Armando Lasker, Howard R. Nepomuceno, Erivelton G. Sánchez, J. Dario Woldenberg, Michael J. (2004) 'Branching and Self‐Organization in Marine Modular Colonial Organisms: A Model'. American Naturalist, 163 (3):E24-E39. [DOI] | |
2023 | Oliveira, Pedro M. and Palma, Jonathan M. and Nepomuceno, Erivelton G. and Lacerda, Márcio J. (2023) 'Reinforcement learning for control design of uncertain polytopic systems'. Information Sciences - Applications, 625 :417-429. [DOI] | |
2023 | Karimov, Artur and Rybin, Vyacheslav and Kopets, Ekaterina and Karimov, Timur and Nepomuceno, Erivelton and Butusov, Denis (2023) 'Identifying empirical equations of chaotic circuit from data'. 111 (1):871-886. [DOI] | |
2022 | Mahmoodi, Kumars and Nepomuceno, Erivelton and Razminia, Abolhassan (2022) 'Wave excitation force forecasting using neural networks'. . [DOI] | |
2022 | Guedes, Priscila F.S. and Mendes, Eduardo M.A.M. and Nepomuceno, Erivelton (2022) 'Effective computational discretization scheme for nonlinear dynamical systems'. 428 . [DOI] | |
2022 | Pesterev, Dmitriy and Druzhina, Olga and Pchelintsev, Alexander and Nepomuceno, Erivelton and Butusov, Denis (2022) 'Numerical Integration Schemes Based on Composition of Adjoint Multistep Methods'. 15 (12). [DOI] | |
2022 | Pereira Barros, Gabriela Pereira Barros, Rafaela Souza de Oliveira, Everthon Nepomuceno, Erivelton Geraldo DUTRA PEREIRA, ROBSON BRUNO (2022) 'Estimation of Reproduction Number for Covid-19 with Statistical Correction of Notifications Delay'. IEEE Latin America Transactions, 20 (7):1085-1091. [DOI] | |
2021 | Tutueva, Aleksandra V. and Karimov, Timur I. and Nepomuceno, Erivelton G. and Butusov, Denis N. (2021) 'Detection of Hidden Oscillations in Systems Without Equilibrium'. 31 (03). [DOI] | |
2021 | Versiani, Alice F. and Sousa, Rosa Gouvea and Monteforte, Prisicla T. and Marciano, Jim J. S. and Nepomuceno, Erivelton Geraldo and Nazare, Thalita E. and Lacerda, Marcio J. and Barroso, Marcio F. S. and Abdalla-Junior, Marcos A. and Alvarenga, Erika L. F. C. and Silva C. (2021) 'A required isolation index to support the health system during the pandemic of Covid-19 in Minas Gerais, Brazil'. 19 (6):961-969. [DOI] | |
2020 | Tutueva, Aleksandra V and Nepomuceno, Erivelton G and Karimov, Artur I and Andreev, Valery S and Butusov, Denis N (2020) 'Adaptive chaotic maps and their application to pseudo-random numbers generation'. 133 . [DOI] | |
2020 | Pinto, Eduardo R and Nepomuceno, Erivelton G and Campanharo, Andriana S L O (2020) 'Impact of Network Topology on the Spread of Infectious Diseases'. 21 (1). [DOI] | |
2020 | Ottoni, Andre L. C. and Nepomuceno, Erivelton G. and de Oliveira, Marcos S. and de Oliveira, Daniela C. R. (2020) 'Tuning of reinforcement learning parameters applied to SOP using the Scott–Knott method'. Soft Computing, 24 (6):4441-4453. [DOI] | |
2020 | Borges, Vinicius S. and Nepomuceno, Erivelton G. and Duque, Carlos A. and Butusov, Denis N. (2020) 'Some Remarks about Entropy of Digital Filtered Signals'. Entropy, 22 (3). [DOI] | |
2019 | Santos, Talysson M.O. and Barroso, Marcio F.S. and Ricco, Rodrigo A. and Nepomuceno, Erivelton G. and Alvarenga, Erika L.F.C. and Penoni, Alvaro C.O. and Santos, Ana F. (2019) 'A low-cost wireless system of inertial sensors to postural analysis during human movement'. IET Science, Measurement and Technology, 148 . [DOI] | |
2019 | Nepomuceno, Erivelton G and Lima, Arthur M and Arias-Garcia, Janier and Perc, Matjaz and Repnik, Robert (2019) 'Minimal digital chaotic system'. Chaos, Solitons and Fractals, 120 :62-66. [DOI] | |
2019 | Butusov, Denis and Karimov, Artur and Tutueva, Aleksandra and Kaplun, Dmitry and Nepomuceno, Erivelton G (2019) 'The Effects of Pade Numerical Integration in Simulation of Conservative Chaotic Systems'. Entropy, 21 (4). [DOI] | |
2019 | Nardo, Lucas G. and Nepomuceno, Erivelton G. and Arias-Garcia, Janier and Butusov, Denis N. (2019) 'Image encryption using finite-precision error'. 123 :69-78. [DOI] | |
2019 | Nepomuceno, Erivelton G and Guedes, Priscila F S and Barbosa, Alipio M and Perc, Matjaz and Repnik, Robert (2019) 'Soft Computing Simulations of Chaotic Systems'. INTERNATIONAL JOURNAL OF BIFURCATION AND CHAOS , 29 (08). [DOI] | |
2018 | Silva, Pedro Henrique Oliveira and Nardo, Lucas Giovani and Martins, Samir Angelo Milani and Nepomuceno, Erivelton Geraldo and Perc, Matjaz (2018) 'Graphical interface as a teaching aid for nonlinear dynamical systems'. European Journal of Physics, 39 (6). [DOI] | |
2018 | Junior, H. M. Rodrigues and Peixoto, M. L. C and Nepomuceno, E. G. and Martins, S. A. M. (2018) 'Using Different Interval Extensions to Increase the Accuracy of the Exact Solution on Recursive Functions'. 7 (2):165-172. [DOI] | |
2018 | Nepomuceno, Erivelton G. and Peixoto, Marcia L. C. and Martins, Samir A. M. and Rodrigues, Heitor M. and Perc, Matjaz (2018) 'Inconsistencies in Numerical Simulations of Dynamical Systems Using Interval Arithmetic'. International Journal of Bifurcation and Chaos, 28 (04). [DOI] | |
2018 | Silva, M R and Nepomuceno, E G and Amaral, G F V and Martins, S A M and Nardo, L. G. (2018) 'Exploiting the rounding mode of floating-point in the simulation of Chua's circuit'. 7 (2):185-193. [DOI] | |
2018 | Nepomuceno, Erivelton G. and Barbosa, Alipio M. and Silva, Marcos X. and Perc, Matjaz (2018) 'Individual-based modelling and control of bovine brucellosis'. Royal Society Open Science, 5 (5). [DOI] | |
2018 | Lacerda, Marcio Junior and Martins, Samir Angelo Milani and Nepomuceno, Erivelton Geraldo (2018) 'Structure selection based on interval predictor model for recovering static non‐linearities from chaotic data'. IET Control Theory and Applications, 12 (13):1889-1894. [DOI] | |
2017 | Junior, W.R. Lacerda and Martins, S.A.M. and Nepomuceno, E.G. (2017) 'Influence of Sampling Rate and Discretization Methods in the Parameter Identification of Systems with Hysteresis'. 6 (4):509-520. [DOI] | |
2017 | Nepomuceno, Erivelton Geraldo and Mendes, Eduardo M.A.M. (2017) 'On the analysis of pseudo-orbits of continuous chaotic nonlinear systems simulated using discretization schemes in a digital computer'. 95 :21-32. [DOI] | |
2017 | Ottoni, Andre Luiz Carvalho and Nepomuceno, Erivelton Geraldo and de Oliveira, Marcos Santos (2017) 'Análise do desempenho do aprendizado por reforço na solução do problema da mochila multidimensional'. Revista Brasileira De Computacao Aplicada, 9 (3). [DOI] | |
2016 | Nepomuceno, E. G. and Martins, S. A. M. (2016) 'A lower bound error for free-run simulation of the polynomial NARMAX'. 4 (1):50-58. [DOI] | |
2016 | Nepomuceno, E. G. and Takahashi, R. H. C. and Aguirre, L. A. (2016) 'Individual Based-Model (IBM): An Alternative framework for epidemiological compartment models'. 34 (1):133-162. | |
2016 | Ottoni, Andr\'e Luiz Carvalho and Nepomuceno, Erivelton Geraldo and Oliveira, Marcos Santos and Cordeiro, Lara Toledo and Lamperti, Rubisson Duarte and de Oliveira, Marcos Santos and Cordeiro, Lara Toledo and Lamperti, Rubisson Duarte (2016) 'An\'alise da influ\^encia da taxa de aprendizado e do fator de desconto sobre o desempenho dos algoritmos Q-learning e SARSA: aplica\cc\~ao do aprendizado por refor\cco na navega\cc\~ao aut\^onoma'. 8 (2):44-59. [DOI] | |
2016 | Rodrigues Junior, Heitor Magno Ottoni, Andre Luiz Carvalho Peixoto, Marcia Luciana da Costa Firmo, Davidson Lafitte Nepomuceno, Erivelton Geraldo (2016) 'A Pedagogical Method For Teaching Diode's Characteristic Curves'. Revista De Engenharia Da Faculdade Salesiana, 14 (8):3528-3533. [DOI] | |
2015 | Ottoni, A. L. C. and Oliveira, M. S. and Nepomuceno, E. G. and Lamperti, R. D. (2015) 'An\'alise do Aprendizado por Refor\cco via Modelos de Regress\~ao Log\'istica: Um Estudo de Caso no Futebol de Rob\^os'. 1 (10):44-49. | |
2014 | Nepomuceno, Erivelton Geraldo (2014) 'Convergence of recursive functions on computers'. 2014 (10):560-562. [DOI] | |
2014 | Reis G. L. and Souza L. F. F. and Barroso, M. F. S. and Pereira, E. B. and Nepomuceno, E. G. and Amaral, G. F. V. (2014) 'A Relevância da Integração entre Universidades e Escolas: Um Estudo de Caso de Atividades Extensionistas em Robótica Educacional Voltadas para Rede Pública de Ensino'. Interfaces -- Revista De Extensã£O Da Ufmg, 2 (3):52-76. [Link] | |
2012 | Teles, F and Queiroz e Melo (2012) 'Reflexões Sobre a Utilização de um Videogame Multiplayer para Investigar o Fenômeno da Cooperação em Psicologia Social'. Pesquisas E Prã¡Ticas Psicossociais, 6 :287-297. | |
2010 | Lacerda, M. J. and Teixeira, W. W. M. and Nepomuceno, E. G. (2010) 'Alocação de agentes para controle de epidemias utilizando algorítmo genético'. Biomatemã¡Tica (Unicamp), 20 :79-92. [Link] | |
2009 | Martins, Samir A.M. and Braga, D C S and Nepomuceno, Erivelton Geraldo and Gomes, Thiago Veloso and Reis, Maria Luiza Figueiredo (2009) 'Investigation of static curve information for multiobjective system identification'. 1 (1):149-157. [DOI] | |
2008 | Schroeder, M A O and Santiago, D M C and Nepomuceno, E G (2008) 'Análise dos parâmetros longitudinais de linhas de transmissão aéreas trifásicas no domínio da frequência para estudos de transitórios eletromagnéticos'. Educaã§Ã£O & Tecnologia, 12 (2):48-59. [Link] | |
2004 | Nepomuceno, E. G. and Takahashi, R. H. C. and Aguirre, L. A. and Neto, O. M. and Mendes, E. M. A. M. (2004) 'Multiobjective nonlinear system identification: a case study with thyristor controlled series capacitor (TCSC)'. 35 (9):537-546. [DOI] | |
2001 | Nepomuceno, E G and Correa Filho (2001) 'Mec\^anica Qu\^antica: uma Resposta da Ci\^encia, um M\'etodo para o Pensamento Cient\'ifico'. 17 :108-116. |
Teaching Interests
- EE209 - Digital Systems 2
- EE297 - Intelligent Systems Project
- EE403 - Unconstrained Optimisation
- Computer Arithmetic
- System Identification
- Electronics
- Project of Digital Circuits on VHDL and FPGA
- Complex Networks
- Numerical Methods