Current students
I am supervising the research activity of these students!

Rodrigo Fernández-Quevedo García
Rodrigo studied Physics at UCM. Now he is a PhD student co-supervised by Chantal Valeriani and me at UCM.
Rodrigo is studying the emerging collective phenomena in flow networks and active matter.

Samuel Lozano Iglesias
Samuel studied Physics and Mathematics at UCM. He was also a research fellow in ACCIONA, where I supervised his research.
Now he is a researcher in our HFSP project studying collective behavior with reinforcement learning algorithms.

Lv Zhen
Zhen studied Aeroespace Engineering at BIT and BUAA.
She is a PhD student in our group working on fluidic metamaterials. She is leading our particle based simulations.

Nicolás Ratier Werbin
Nicolás is an undergraduate student doing Physics and Math at UCM. He is doing his final research project at our group studying theoretical aspects of deep learning.

Clemente Esquinas Coves
Clemente is an undergraduate student doing Physics and Math at UCM. He is doing his final research project at our group studying active flow networks of complex topology.
Previous students
These are students that have collaborated with me in the past, check out some of their final projects and papers!

Laura Salguero Hinojosa
Laura was a master student at Universidad Politécnica de Madrid. She studied the theoretical implications of adversarial attacks in machine learning.

Beatriz Izquierdo González
Beatriz was an undergraduate student at Universidad Carlos III de Madrid. She studied fibroblast dynamics and machine learning. I co-supervised her research together with José Luis Jorcano and Javier Rodríguez.

Pablo Barquín Soria
Pablo was an undergraduate student at Universidad Carlos III de Madrid. He carried out experiments with fibroblasts and studied their behavior using statistical methods. I co-supervised his research together with José Luis Jorcano and Javier Rodríguez.

Eduardo Lavin Pallero
Eduardo was a master student at Universidad Politécnica de Madrid. His master’s research project was developed in collaboration with ACCIONA.
I also supervised his undergraduate research where we studied the generalization of dynamical loss functions for machine learning.

Álvaro González Escapa
Álvaro was a master student at Universidad Politécnica de Madrid. He studied how different training protocols affect learning in artificial neural networks.

Rodrigo Morena Custodio
Rodrigo was an undergraduate student at UC3M co-advised with Javier Rodríguez and José Luis Jorcano. He studied the behavior of epithelial cells using graph neural networks.

Christian Rutgersson
Christian was a master student in Complex Adaptive Systems at Chalmers University of Technology.
Christian’s master thesis was coadvised by Giovanni Volpe, Carlo Manzo and me.

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: