Luis A. Aguirre

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Christophe LetellierProfesseur de Physique, Normandie UniversitéVerified email at coria.fr
Leonardo TorresProfessor, Universidade Federal de Minas GeraisVerified email at ufmg.br
Bruno O. S. TeixeiraUniversidade Federal de Minas Gerais (UFMG), Department of Electronic EngineeringVerified email at ufmg.br
Eduardo MAM MendesProfessor no Departamento de Engenharia Eletrônica da UFMGVerified email at cpdee.ufmg.br
Dennis S. BernsteinAerospace Engineering Department, University of MichiganVerified email at umich.edu
Bruno Henrique Groenner BarbosaFederal University of LavrasVerified email at ufla.br
Carlos MartinezUniversidade Federal de ItajubáVerified email at unifei.edu.br
Ricardo H. C. TakahashiProfessor, Dep. of Mathematics, Universidade Federal de Minas GeraisVerified email at mat.ufmg.br
Leonardo L. PortesUniversity of Western AustraliaVerified email at uwa.edu.au
Giovani Guimarães RodriguesDepartamento de Engenharia Elétrica, Centro Federal de Educação Tecnológica de Minas GeraisVerified email at des.cefetmg.br
Antônio de Pádua BragaUniversidade Federal de Minas Gerais, BrasilVerified email at ufmg.br
Erivelton NepomucenoAssociate Professor, Hamilton Institute, COER, Dept of Electronic Eng, Maynooth UniversityVerified email at mu.ie
Gleison Fransoares Vasconcelos Ama...Universidade Federal de São João del-ReiVerified email at ufsj.edu.br
Márcio Falcão Santos BarrosoUniversidade Federal de São João del-ReiVerified email at ufsj.edu.br
rodney saldanhaProfessor do Departamento de Engenharia Elétrica da UFMGVerified email at cpdee.ufmg.br
Guilherme A. S. PereiraProfessor of Robotics, West Virginia UniversityVerified email at mail.wvu.edu
Aziz-Alaoui M.A.Professor of Mathematics, University of Le Havre NORMANDIE, FranceVerified email at univ-lehavre.fr
Mario Fernando Montenegro CamposProfessor of Computer Science, Department of Cumputer Science - Universidade Federal de Minas GeraisVerified email at dcc.ufmg.br

Luis A. Aguirre

Universidade Federal de Minas Gerais

Verified email at ufmg.br

Nonlinear system identification nonlinear dynamics networks synchronization


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Introdução à identificação de sistemas - Técnicas lineares e não-lineares aplicadas a sistemas reais LA Aguirre	1309*	2007
Introdução à identificação de sistemas - Técnicas lineares e não-lineares: Teoria e Aplicação LA Aguirre	446*	2015
Improved structure selection for nonlinear models based on term clustering LA Aguirre, SA Billings International journal of control 62 (3), 569-587, 1995	190	1995
State estimation for linear and non-linear equality-constrained systems BOS Teixeira, J Chandrasekar, LAB Tôrres, LA Aguirre, DS Bernstein International Journal of Control 82 (5), 918-936, 2009	187*	2009
Modeling nonlinear dynamics and chaos: a review LA Aguirre, C Letellier Mathematical Problems in Engineering 2009 (1), 238960, 2009	184	2009
Dynamical effects of overparametrization in nonlinear models LA Aguirre, SA Billings Physica D: Nonlinear Phenomena 80 (1-2), 26-40, 1995	166	1995
Beyond exploding and vanishing gradients: analysing RNN training using attractors and smoothness AH Ribeiro, K Tiels, LA Aguirre, T Schön International conference on artificial intelligence and statistics, 2370-2380, 2020	161	2020
Relation between observability and differential embeddings for nonlinear dynamics C Letellier, LA Aguirre, J Maquet Physical Review E—Statistical, Nonlinear, and Soft Matter Physics 71 (6 …, 2005	159	2005
Investigating nonlinear dynamics from time series: The influence of symmetries and the choice of observables C Letellier, LA Aguirre Chaos: An Interdisciplinary Journal of Nonlinear Science 12 (3), 549-558, 2002	140	2002
What can be learned from a chaotic cancer model? C Letellier, F Denis, LA Aguirre Journal of theoretical biology 322, 7-16, 2013	132	2013
On the non-equivalence of observables in phase-space reconstructions from recorded time series C Letellier, J Maquet, L Le Sceller, G Gouesbet, LA Aguirre Journal of Physics A: Mathematical and General 31 (39), 7913, 1998	129	1998
Enciclopédia de automática, v. 3: controle e automação LA Aguirre Editora Blucher, 2007	121	2007
Gain-constrained Kalman filtering for linear and nonlinear systems BOS Teixeira, J Chandrasekar, HJ Palanthandalam-Madapusi, ... IEEE Transactions on Signal Processing 56 (9), 4113-4123, 2008	118	2008
On unscented Kalman filtering with state interval constraints BOS Teixeira, LAB Tôrres, LA Aguirre, DS Bernstein Journal of Process Control 20 (1), 45-57, 2010	114	2010
Retrieving dynamical invariants from chaotic data using NARMAX models LA Aguirre, SA Billings International Journal of Bifurcation and Chaos 5 (02), 449-474, 1995	114	1995
Validating identified nonlinear models with chaotic dynamics LA Aguirre, SA Billings International Journal of Bifurcation and Chaos 4 (01), 109-125, 1994	112	1994
Effects of the sampling time on the dynamics and identification of nonlinear models SA Billings, LA Aguirre International journal of Bifurcation and Chaos 5 (06), 1541-1556, 1995	106	1995
Global nonlinear polynomial models: Structure, term clusters and fixed points LA Aguirre, EMAM Mendes International Journal of Bifurcation and Chaos 6 (02), 279-294, 1996	102	1996
A nonlinear correlation function for selecting the delay time in dynamical reconstructions LA Aguirre Physics Letters A 203 (2-3), 88-94, 1995	95	1995
Identification of models for chaotic systems from noisy data: implications for performance and nonlinear filtering LA Aguirre, SA Billings Physica D: Nonlinear Phenomena 85 (1-2), 239-258, 1995	95	1995

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