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Teaching & mentorship

Graduate students

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

Current students · 5
  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 (CICESE)
  4. PhD (DCC)Principal advisor
    David Rodriguez Fragoso
    Developing improved search spaces to perform neural architecture search for super resolution image restoration task
  5. PhD (DCC)Principal advisor
    Daniel Alejandro Mejia Serrano
    Development of metagenomics-based artificial intelligence models to monitor the temporal dynamics of the skin microbiome and infection risk in burn patients.
    With: Luz de María Bretón Deval (UNAM)
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)