Publications

Peer-review Journal Publications

• ⭐ Optimal coordination of electric buses and battery storage for achieving a 24/7 carbon-free electrified fleet
  Luke, J., Ribeiro, M. G. C., Martin, S., Balogun, E., Cezar, G. V., Pavone, M., & Rajagopal, R
  Applied Energy, 2025

• Supervised Machine Learning Models for Mechanical Properties Prediction in Additively Manufactured Composites
  Prada, D. P., Ferreira, G. R. B., Díaz, J. G., Ribeiro, M. G. C., & Braga, A. M. B.
  Applied Sciences, 2024

• ⭐ Machine learning-based evaluation of eccentricity and acoustic impedance in oil well using VDL data
  Ribeiro, M. G. C., Ferreira, G. R. B., Parente, L. E. R., Batista, J. H. G., Kubrusly, A. C., Ayala, H. V. H., & Braga, A. M. B.
  Geoenergy Science and Engineering, 2023

• Machine learning-based cement integrity evaluation with a through-tubing logging experimental setup
  de Souza, L. P. B., Ferreira, G. R. B., Camerini, I. G., de Magalhães Correia, T., Ribeiro, M. G. C., Hidalgo, J. A. S., ... & Batista, J. H. G.
  Geoenergy Science and Engineering, 2023

• Improved feature extraction of guided wave signals for defect detection in welded thermoplastic composite joints
  Ferreira, G. R. B., Ribeiro, M. G. C., Kubrusly, A. C., & Ayala, H. V. H.
  Measurement, 2022

• Type-1 and Singleton Fuzzy Logic System Binary Classifier Trained by the BFGS Optimization Method
  Calderano, P. H. S., Ribeiro, M. G. C., Teixeira, R. S., Amaral, R. P. F., & de Menezes, I. F. M.
  Fuzzy Optimization and Decision Making, 2022

• ⭐ Machine Learning-Based Corrosion-Like Defect Estimation With Shear-Horizontal Guided Waves Improved by Mode Separation
  Ribeiro, M. G. C., Kubrusly, A. C., Ayala, H. V. H., & Dixon, S.
  IEEE Access , 2021

• Modeling and predicting the backstroke to breaststroke turns performance in age-group swimmers
  Chainok, P., de Jesus, K., Coelho, L., Ayala, H. V. H., Ribeiro, M. G. C., Fernandes, R. J., & Vilas-Boas, J. P. Sports Biomechanics, 2021

• An enhanced aircraft engine gas path diagnostic method based on upper and lower singleton type-2 fuzzy logic system
  Calderano, P. H., Ribeiro, M. G. C., Amaral, R. P., Vellasco, M. M., Tanscheit, R., & de Aguiar, E. P.
  Journal of the Brazilian Society of Mechanical Sciences and Engineering, 2019

Pending Patent

• Plataforma Computacional com Interface Gráfica Baseada em Aprendizado de Máquina Ativo para a Visualização, Inferência e Interpretação Assistida de Dados Obtidos em Operações de Perfilagem do Cimento em Poços de Petróleo e Gás e Método de sua Utilização
  (title free translation: Computational Platform with Graphical Interface Based on Active Learning for Visualization, Inference and Assisted Interpretation of Logging Data Obtained in Oil and Gas Wells and Method of Use)
  Ribeiro, M. G. C., Ferreira, G. R. B., Ayala, H. V. H., et al., 2022
  Application Number: BR1020220146888

• Método para Avaliação de Defeitos na Camada de Cimento de Poços Baseado em Processamento de Imagem Originária da Perfilagem e Auxiliada por Aprendizado de Máquina
  (title free translation: Method for Assessing Defects in the Cement Layer of Oil Wells Based on Image Processing Originated from Logging and Assisted by Machine Learning)
  Ferreira, G. R. B., Ribeiro, M. G. C., Ayala, H. V. H., et al, 2022
  Application Number: BR1020220146861

• Computing method for detecting and estimating cementing faults in oil well linings by acquiring acoustic profiling signals through the production tubing on the basis of machine learning and high-fidelity simulations (original title: Método Computacional de Detecção e Estimação de Falhas de Cimentação em Revestimentos de Poços de Petróleo pela Aquisição de Sinais de Perfilagem Acústica Através da Coluna de Produção com base no Aprendizado de Máquina e em Simulações de Alta Fidelidade)
  Ribeiro, M. G. C., Ayala, H. V. H., Kubrusly, A. C., et al, 2021
  Publication of WO2023039653A1

Conference Proceedings

• ⭐ Towards a 24/7 Carbon-Free Electric Fleet: A Digital Twin Framework
  Ribeiro, M. G. C., Luke, J., Martin, S., Balogun, E., Cezar, G. V., Pavone, M. & Rajagopal, R.
  International Conference on Applied Energy (ICAE), 2023

• Damage Detection in Composite Plates with Ultrasonic Guided-waves and Nonlinear System Identification
  Ribeiro, M. G. C., Kubrusly, A. C., & Ayala, H. V. H.
  IEEE Symposium Series on Computational Intelligence (SSCI), 2020

• Analytical and numerical modeling of through-tubing acoustic logging
  Correia, T. M., de Souza, L. P. B., Hidalgo, J. A. S., Ribeiro, M. G. C., ... & de Almeida, R. V. Rio Oil & Gas Expo and Conference, 2020

• Detection and classification of faults in aeronautical gas turbine engine: a comparison between two fuzzy logic systems
  Ribeiro, M. G. C., Calderano, P. H. S., Amaral, R. P. F., de Menezes, I. F. M., Tanscheit, R., Vellasco, M. M. B. R., & de Aguiar, E. P. WCCI - International Conference on Fuzzy Systems (FUZZ-IEEE), 2018