Gabriel Da Silva Lima

- tutkijatohtori,
konetekniikka (kone- ja materiaalitekniikan laitos)

gdasil@utu.fi

ORCID-tunniste: https://orcid.org/0000-0001-6615-078X

Asiantuntijuusalueet

Nonlinear control; Intelligent control; machine learning; Gaussian Process Regression; Artificial Neural Networks; Control of mechatronic systems.

Biografia

PhD in Electrical and Computer Engineering, Master's in Mechanical Engineering from UFRN (Federal University of Rio Grande do Norte), and Bachelor's degrees in Mechanical Engineering and in Science and Technology with a focus on Mechanical Technology (UFRN). I am currently a postdoctoral researcher in the Smart Systems Research Group at the University of Turku. My main areas of expertise include Intelligent Control, Robotics and Autonomous Systems, Machine Learning, Control of Biological Systems, and the Analysis of Mechanical/Mechatronic Systems.

Julkaisut

Intelligent Control to Suppress Epileptic Seizures in the Amygdala: In Silico Investigation Using a Network of Izhikevich Neurons (2025)
- IEEE Transactions on Neural Systems and Rehabilitation Engineering
da Silva Lima, Gabriel; Rosa Cota, Vinícius; Moreira Bessa, Wallace
(A1 Vertaisarvioitu alkuperäisartikkeli tieteellisessä lehdessä )
Adaptive control of cardiac rhythms (2024)
- Scientific Reports
da Silva Lima, Gabriel; Amorim Savi, Marcelo; Moreira Bessa, Wallace
(A1 Vertaisarvioitu alkuperäisartikkeli tieteellisessä lehdessä )
In Silico Application of the Epsilon-Greedy Algorithm for Frequency Optimization of Electrical Neurostimulation for Hypersynchronous Disorders (2024)
- Communications in Computer and Information Science
Computational Neuroscience: 4th Latin American Workshop, LAWCN 2023 Envigado, Colombia, November 28–30, 2023, Revised Selected Papers Da Silva Lima, Gabriel; Cota, Rosa Vinícius; Moreira Bessa, Wallace
(A4 Vertaisarvioitu artikkeli konferenssijulkaisussa)
Accurate trajectory tracking control with adaptive neural networks for omnidirectional mobile robots subject to unmodeled dynamics (2023)
- Journal of the Brazilian Society of Mechanical Sciences and Engineering
Lima Gabriel da Silva, Moreira Victor Ramon Firmo, Moreira Bessa Wallace
(A1 Vertaisarvioitu alkuperäisartikkeli tieteellisessä lehdessä )
Intelligent control of cardiac rhythms using artificial neural networks (2023)
- Nonlinear Dynamics
Lima Gabriel S., Savi Marcelo A., Bessa Wallace M.
(A1 Vertaisarvioitu alkuperäisartikkeli tieteellisessä lehdessä )
Intelligent Control of Seizure-Like Activity in a Memristive Neuromorphic Circuit based on the Hodgkin-Huxley Model (2022)
- Journal of Low Power Electronics and Applications
Moreira Bessa Wallace, Lima Gabriel da Silva
(A1 Vertaisarvioitu alkuperäisartikkeli tieteellisessä lehdessä )
Sliding Mode Control with Gaussian Process Regression for Underactuated Mechanical Systems (2022)
- IEEE Latin America Transactions
Lima Gabriel S., Bessa Wallace M.
(A1 Vertaisarvioitu alkuperäisartikkeli tieteellisessä lehdessä )
Sliding Mode Control with Gaussian Process Regression for Underwater Robots (2020)
- Journal of Intelligent and Robotic Systems
Lima Gabriel S., Trimpe Sebastian, Bessa Wallace M.
(A1 Vertaisarvioitu alkuperäisartikkeli tieteellisessä lehdessä )