World's Best Scientists 2026 revealed!

D-Index & Metrics

Electronics and Electrical Engineering

D-Index
38
Citations
5196
World Ranking
4968
National Ranking
19

Overview

Luis A. Aguirre is affiliated with the Universidade Federal de Minas Gerais in Brazil. Their research primarily spans the fields of Engineering and Computer Science, with significant contributions in Control and Systems Engineering, Statistical and Nonlinear Physics, Computer Networks and Communications, Artificial Intelligence, and Hematology.

The scientist's work focuses on several main topics, including Control Systems and Identification, Iterative Learning Control Systems, Nonlinear Dynamics and Pattern Formation, Neural Networks and Applications, Chaos Control and Synchronization, Fault Detection and Control Systems, and Neural Dynamics and Brain Function.

They have published extensively in a range of scientific venues. The most frequent publication outlets include:

  • arXiv (Cornell University)
  • Journal of Control Automation and Electrical Systems
  • Nonlinear Dynamics
  • Communications in Nonlinear Science and Numerical Simulation
  • Physical review. E

Recent notable papers by Luis A. Aguirre include:

  • "On the smoothness of nonlinear system identification," 2020, Automatica
  • "Functional observability and target state estimation in large-scale networks," 2021, Proceedings of the National Academy of Sciences
  • "Observability of Network Systems: A Critical Review of Recent Results," 2020, Journal of Control Automation and Electrical Systems
  • "MultiObjective Evolutionary Approach to Grey-Box Identification of Buck Converter," 2020, IEEE Transactions on Circuits and Systems I Regular Papers
  • "Identification and nonlinearity compensation of hysteresis using NARX models," 2020, arXiv (Cornell University)

Luis A. Aguirre collaborates frequently with several researchers, including:

  • Petrus E. O. G. B. Abreu
  • Lucas A. Tavares
  • Arthur N. Montanari
  • Bruno O. S. Teixeira
  • Leandro Freitas

The profile of Luis A. Aguirre reflects a broad engagement with both theoretical and applied aspects of nonlinear systems, system identification, and control engineering, connecting multiple research domains within engineering and computer science. The range of venues and coauthors indicates active participation within a scholarly community focused on complex system dynamics and control methodologies.

Best Publications

  • Improved structure selection for nonlinear models based on term clustering

    Luis A. Aguirre;S. A. Billings

  • Modeling Nonlinear Dynamics and Chaos: A Review

    Luis A. Aguirre;Christophe Letellier

  • Relation between observability and differential embeddings for nonlinear dynamics.

    Christophe Letellier;Luis A. Aguirre;Jean Maquet

  • Dynamical effects of overparametrization in nonlinear models

    Luis Antonio Aguirre;S. A. Billings

  • What can be learned from a chaotic cancer model

    C. Letellier;F. Denis;L.A. Aguirre

  • State estimation for linear and non-linear equality-constrained systems

    Bruno Otávio Soares Teixeira;Jaganath Chandrasekar;Leonardo A. B. Tôrres;Luis Antonio Aguirre

  • Investigating nonlinear dynamics from time series: The influence of symmetries and the choice of observables

    Christophe Letellier;Luis A. Aguirre

  • On the non-equivalence of observables in phase-space reconstructions from recorded time series

    Christophe Letellier;J. Maquet;L. Le Sceller;G. Gouesbet

  • On unscented Kalman filtering with state interval constraints

    Bruno O.S. Teixeira;Leonardo A.B. Tôrres;Luis A. Aguirre;Dennis S. Bernstein

  • RETRIEVING DYNAMICAL INVARIANTS FROM CHAOTIC DATA USING NARMAX MODELS

    Luis Antonio Aguirre;S.A. Billings

  • Validating Identified Nonlinear Models with Chaotic Dynamics

    Luis A. Aguirre;S.A. Billings

  • Gain-Constrained Kalman Filtering for Linear and Nonlinear Systems

    B. Teixeira;J. Chandrasekar;H.J. Palanthandalam-Madapusi;L. Torres

  • EFFECTS OF THE SAMPLING TIME ON THE DYNAMICS AND IDENTIFICATION OF NONLINEAR MODELS

    S. A. Billings;Luis Antonio Aguirre

  • GLOBAL NONLINEAR POLYNOMIAL MODELS: STRUCTURE, TERM CLUSTERS AND FIXED POINTS

    Luis Antonio Aguirre;Eduardo M. A. M. Mendes

  • A nonlinear correlation function for selecting the delay time in dynamical reconstructions

    Luis Antonio Aguirre

  • Identification of models for chaotic systems from noisy data: implications for performance and nonlinear filtering

    Luis Antonio Aguirre;S. A. Billings

  • Inductorless Chua's circuit

    L.A.B. Torres;L.A. Aguirre

  • Use of a priori information in the identification of global nonlinear models-a case study using a buck converter

    L.A. Aguirre;P.F. Donoso-Garcia;R. Santos-Filho

  • On the interpretation and practice of dynamical differences between Hammerstein and Wiener models

    L.A. Aguirre;M.C.S. Coelho;M.V. Correa

  • Forecasting the Time Series of Sunspot Numbers

    L. A. Aguirre;C. Letellier;J. Maquet

Frequent Co-Authors

Stephen A. Billings
Stephen A. Billings University of Sheffield
Dennis S. Bernstein
Dennis S. Bernstein University of Michigan–Ann Arbor

If you think any of the details on this page are incorrect, let us know.

Report an issue

We appreciate your kind effort to assist us to improve this page, it would be helpful providing us with as much detail as possible in the text box below:

Related Online Degrees & Career Pathways

For students interested in Electronics and Electrical Engineering, exploring flexible online learning options can be a great way to accelerate their education. Many reputable online colleges starting this month offer rolling admissions, allowing you to begin your studies without delay.

If you’re looking for quick entry into the workforce, consider 6 month certificate programs. These focused courses provide essential skills in a fraction of the time a traditional degree would take, helping you stand out in tech-driven industries.

For those drawn to roles that require concentration and independent work, many of the best-paying jobs suit introverts well. Careers in engineering and technology offer opportunities to thrive in environments that appreciate deep focus. Explore options highlighted under good paying jobs for introverts to find a path that matches your personality and skills.

Moreover, combining your technical background with management skills can open doors to leadership roles. You might want to explore accelerated online project management degree programs, designed to equip you with essential project leadership skills in a streamlined format.

Best Scientists Citing Luis A. Aguirre

Trending Scientists