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Rafael Ávila Santos

Federal University of Lavras

SCHOLARLY PAPERS

2

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Scholarly Papers (2)

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1.

A Physics-Informed System Identification Approach with a Novel Mggp Algorithm:  a Hysteretic System Case Study

Number of pages: 22 Posted: 13 Sep 2024
Henrique Carvalho Castro, Rafael Ávila Santos and Bruno Henrique Groenner Barbosa
Federal University of Lavras, Federal University of Lavras and Federal University of Lavras
Downloads 55 (1,020,567)

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Nonlinear system identification, hysteresis, evolutionary algorithms, MGGP

2.

A Novel MIMO Multi-Gene Genetic Programming Approach for Interpretable NARX Models: An Application to Vehicle State Estimation

Number of pages: 27 Posted: 22 Dec 2025
Bruno Henrique Groenner Barbosa, Henrique Carvalho Castro, Rafael Ávila Santos, Alessandro Correa Victorino, Hassan Askari and Nan Xu
Federal University of Lavras, Federal University of Lavras, Federal University of Lavras, University of Technology of Compiegne (UTC), Brock University and Jilin University
Downloads 44 (1,157,785)

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System Identification, Evolutionary Computation, Vehicle Dynamics, State Estimation, Machine Learning