Publications by the researcher in collaboration with Gonzalo Alberto Farias Castro (64)

2024

  1. Analysis of Cryptographic Algorithms to Improve Cybersecurity in the Industrial Electrical Sector

    Applied Sciences (Switzerland), Vol. 14, Núm. 7

  2. Comparative Analysis of Deep Learning Methods for Fault Avoidance and Predicting Demand in Electrical Distribution

    Energies , Vol. 17, Núm. 11

  3. Deep Learning Models to Reduce Stray Light in TJ-II Thomson Scattering Diagnostic

    Sensors, Vol. 24, Núm. 9

  4. Uncertainty Detection in Supervisor–Operator Audio Records of Real Electrical Network Operations

    Electronics (Switzerland), Vol. 13, Núm. 1

2023

  1. Development and Control of a Real Spherical Robot

    Sensors, Vol. 23, Núm. 8

2022

  1. Deep learning exoplanets detection by combining real and synthetic data

    PLoS ONE, Vol. 17, Núm. 5 May

  2. Modeling and Control of a Spherical Robot in the CoppeliaSim Simulator

    Sensors, Vol. 22, Núm. 16

2021

  1. A programmable web platform for distributed data access, analysis and visualization

    13th Technical Meeting on Plasma Control Systems, Data Management and Remote Experiments in Fusion Research (IAEA-CODAC-TM2021)

  2. Nuclear Fusion Pattern Recognition by Ensemble Learning

    Complexity, Vol. 2021

2020

  1. A distributed vision-based navigation system for khepera iv mobile robots

    Sensors (Switzerland), Vol. 20, Núm. 18, pp. 1-19

  2. Automatic Recognition of Anomalous Patterns in Discharges by Applying Deep Learning

    Fusion Science and Technology, Vol. 76, Núm. 8, pp. 925-932

  3. Automatic recognition of anomalous patterns in discharges by recurrent neural networks

    Fusion Engineering and Design, Vol. 154

  4. Position control of a mobile robot using reinforcement learning

    IFAC-PapersOnLine

  5. Reinforcement Learning for Position Control Problem of a Mobile Robot

    IEEE Access, Vol. 8, pp. 152941-152951

  6. Simulation and Experimental Results of a New Control Strategy for Point Stabilization of Nonholonomic Mobile Robots

    IEEE Transactions on Industrial Electronics, Vol. 67, Núm. 8, pp. 6679-6687

2019

  1. Automatic control for the production of alginate by azotobacter vinelandii

    IEEE Access, Vol. 7, pp. 168606-168612

  2. Clasificador de noticias usando autoencoders

    IEEE ICA-ACCA 2018 - IEEE International Conference on Automation/23rd Congress of the Chilean Association of Automatic Control: Towards an Industry 4.0 - Proceedings

  3. Development of an Easy-to-Use Multi-Agent Platform for Teaching Mobile Robotics

    IEEE Access, Vol. 7, pp. 55885-55897

  4. Navigation control of the Khepera IV model with OpenCV in V-REP simulator

    IEEE ICA-ACCA 2018 - IEEE International Conference on Automation/23rd Congress of the Chilean Association of Automatic Control: Towards an Industry 4.0 - Proceedings

2018

  1. Applying Deep Learning for Improving Image Classification in Nuclear Fusion Devices

    IEEE Access, Vol. 6, pp. 72345-72356