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Teaching & mentorship

Graduate students

Master's (MCC) and doctoral (DCC) theses I have advised at Tecnológico de Monterrey.

Current students · 4
  1. PhD (DCC)Principal advisor
    Sergio Moncerrat Sarmiento Rosales
    An efficient Neural Architecture Search Algorithm for Image Restoration Tasks
    With: Raúl Monroy Borja (TEC)
  2. PhD (DCC)Principal advisor
    Gonzalo Irving Barrera Hernández
    Development of a digital twin for control and optimization of bioprocesses using deep neural networks and multiobjective evolutionary algorithms
    With: Rigel Valentín Gómez Acata (TEC), David Camilo Corrales Muñoz (INRAE)
  3. PhD (DCC)Principal advisor
    Mahboubeh Noori
    A Mathematical Analysis of Diversity in Evolutionary Multi-Objective Optimization: Theory and Practice
    With: Jesús Guillermo Falcón Cardona
  4. PhD (DCC)Principal advisor
    David Rodriguez Fragoso
    Developing improved search spaces to perform neural architecture search for super resolution image restoration task
Alumni · 11
  1. 2026PhD (DCC)Co-advisor
    Jesús Leopoldo Llano García
    A hybrid multi-objective optimization approach to neural architecture search for super resolution image restoration
    With: Raúl Monroy Borja (TEC)
  2. 2026PhD (DCC)Principal advisor
    José Carlos Mondragón Guadarrama
    Explainable semi-supervised multi-label decision tree ensemble methods for mixed datasets
    With: Andrés Eduardo Gutiérrez Rodríguez (MAHLE)
  3. 2025Master's (MCC)Principal advisor
    Gonzalo Irving Barrera Hernández
    Optimization of kinetic and operating parameters in bioreactors using evolutionary algorithms
    With: Rigel Valentín Gómez Acata (TEC)
  4. 2025Master's (MCC)Principal advisor
    Israel Sanchez Miranda
    Hardware-aware neural architecture search for enhancing text generation
    With: Miriam Pescador Rojas (IPN-ESCOM)
  5. 2025Master's (MCC)Principal advisor
    Luis Ignacio Ferro Salinas
    A neural architecture search approach for solving the authorship verification task
    With: Esteban Castillo Juárez (TEC)
  6. 2025Master's (MCC)Co-advisor
    Erick Hernández Silva
    Improving deep neural networks to identify depression using neural architecture search
    With: Luis Ángel Trejo Rodríguez (TEC)
  7. 2024Master's (MCC)Principal advisor
    Franco Castañon Guerrero
    An improved Multi-objective Optimization problem model for enhancing UAV Path Planning
    With: Jorge Antonio Becerril Gómez (TEC)
  8. 2023Master's (MCC)Principal advisor
    Luis Fernando Sanchez Spínola
    The use of evolutionary algorithms to tackle the energy economy parameter-dependent multi-objective optimization problem in fuel-cell hybrid electric vehicles
  9. 2023Master's (MCC)Principal advisor
    César Alejandro Rodríguez Montoya
    The Use of Evolutionary Algorithms for the Design of Lithium-Ion Battery Packs and Battery Cells
  10. 2022Master's (MCC)Principal advisor
    Samuel Guadalupe Rodriguez Rodriguez
    Portfolio selection using artificial intelligence techniques in the mexican stock exchange
    With: Raúl Monroy Borja (TEC)
  11. 2020Master's (MCC)Co-advisor
    Jesús Leopoldo Llano García
    An indicator-based evolutionary algorithm for the numerical treatment of equality constrained multi-objective optimisation problems
    With: Raúl Monroy Borja (TEC)