About me
I studied Physics at the Complutense University of Madrid and completed a Master’s in Quantum Computing at Universidad Nebrija, focusing on software and algorithmic aspects of quantum computing. My master’s thesis, “Generative Modelling with Parameterized IQP Circuits,” was done in collaboration with Eurecat. I also interned at the Fraunhofer Institute in Kaiserslautern, where I worked on quantum and hybrid algorithms for quantum system dynamics. I have recently started a PhD at CVC in QML, focusing on quantum generative models and the use of quantum- inspired techniques within the framework.
Publications
- Oriol Balló-Gimbernat, Marcos Arroyo-Sánchez. “Generative Graph Modeling on NISQ Computers,” 025 IEEE International Conference on Quantum Computing and Engineering (QCE), Albuquerque, NM, USA, 2025, pp. 452-453, doi: 10.1109/QCE65121.2025.10391.
- Oriol Balló-Gimbernat, Marcos Arroyo-Sánchez, Paula García-Molina, Adan Garriga, and Fernando Vilariño. “Shallow IQP circuits and graph generation,” arXiv:2511.05267.
Master Thesis
Marcos Arroyo. Generative Modelling with parameterized IQP circuits.. Supervisors: Adán and Atón Rodríguez Otero por parte. University of Nebrija. 2025.
Research Stays
- Eurecat. 204-. I am part of the program supporting PhD students at Eurecat.
- Fraunhofer Institute. I worked as an intern for about a year and a half. Specifically in the Fraunhofer office in Kaiserslautern where they have a High-Performance Computing group with several lines in Quantum Computing. as part of the practices, I carried out a small research project focused on algorithms, both quantum and hybrid for the dynamics of quantum systems. 2023-2024.
Contact information
E-mail: marroyo@cvc.uab.cat
LinkedIn: https://www.linkedin.com/in/marcos-arroyo-sanchez-679373199/