Current students
I am supervising the research activity of these students, check their work or send them and email in case you want to know more!
Eduardo Lavin Pallero
Eduardo is a master student at Universidad Politécnica de Madrid. His research deals with the generalization of dynamical loss functions for machine learning. Eduardo started his research as an undergraduate student, you can see his undergraduate thesis here:
Laura Salguero Hinojosa
Laura is a master student at Universidad Politécnica de Madrid. She studies the theoretical implications of adversarial attacks in machine learning. Laura started her research as an undergraduate student, you can see her undergraduate thesis here:
Álvaro González Escapa
Álvaro is a master student at Universidad Politécnica de Madrid. He studies how different training protocols affect learning in artificial neural networks.
Rodrigo Morena Custodio
Rodrigo is an undergraduate student at UC3M co-advised with Javier Rodríguez. He is studying the behavior of epithelial cells using graph neural networks.
Christian Rutgersson
Christian is a master student in Complex Adaptive Systems at Chalmers University of Technology.
Christian’s master thesis is coadvised by Giovanni Volpe, Carlo Manzo and Miguel Ruiz-García.
Previous students
These are students that have collaborated with me in the past, check out their final projects and papers!
Antonio Ruiz Trabalón
Antonio was a master student at Universidad Politécnica de Madrid, co-advised by Alejandro Martínez Calvo. He studied fluid-structure interactions and designed different valves that may be used by our experimental collaborators. See his thesis here:
Diego del Barrio González
Diego was an undergraduate student at Universidad Politécnica de Madrid, co-advised with Miguel Barriuso from Universidad Complutense de Madrid. He studied graph neural networks and their application to learn the interactions in systems of active particles, check his undergraduate thesis here:
Carmen López Jurado
Carmen was an undergraduate student at Universidad Carlos III de Madrid. We collaborated with Rafael Sánchez (Universidad Autónoma de Madrid) on a project that aimed to explain how different configurations of quantum dots could lead to heat rectification. Check her paper here: