research

Research projects, thesis supervision, and conference activity.

Research Projects

Quantum-based Randomness Processing Units (RPUs) for High-Performance Computation and Data Security (completed)

  • Role: Principal Investigator (Quside Technologies S.L.)
  • Funding: Horizon Europe — European Innovation Council (EIC)
  • Reference: Grant Agreement ID 101145131
  • Budget: €3,908,437.50 (EU contribution: €2,499,999.00)
  • Period: 03/2024 – 02/2026

Investigación de circuitos fotónicos para redes ópticas de comunicaciones y centros de datos de próxima generación (PICNET) (completed)

  • Role: Principal Investigator (Quside Technologies S.L.)
  • Funding: CDTI
  • Reference: Expediente MIG-20241133
  • Budget: €1,754,751 (CDTI contribution: €1,400,741.00)
  • Period: 01/2025 – 12/2025

PhD Thesis Supervision

Completed

Optimization with spin glass models — David Cirauqui García

  • Universitat Politècnica de Catalunya (UPC) / ICFO
  • Defense: September 27, 2024. Grade: Sobresaliente (Outstanding)
  • Co-supervised with Prof. Maciej Lewenstein

In progress

Geometric Deep Learning in the Quantum Sciences — Timothy Heightman

  • ICFO — The Institute of Photonic Sciences
  • Co-supervised with Prof. Antonio Acín

Conferences and Seminars

2026

  • How AI is Transforming Scientific Research — Invited introductory seminar on AI tools for academic research: literature discovery, summarization, data analysis, and academic writing, with live demos. Universidad de Deusto, Faculty of Health Sciences (in Spanish). July 3, 2026. (handout)
  • QRNG for Cybersecurity and BlockchainQSecDef certified training course. Co-authored and co-presented with David Worrall. January 21, 2026. (4–5 hours)

2025

  • “Desde la cuántica hasta la nube: Generación de números aleatorios con tecnologías fotónicas de última generación” — Invited seminar, UCM (Prof. Gemma Piquero Sanz). September 2025. (slides)

2024

  • “Desde la cuántica hasta la nube…“ — Invited seminar, UCM. October 2024.
  • Quantum Random Number Generation — OCP Global Summit, San Jose, CA. October 2024. (video)
  • Seminario Akademia — Akademia (Fundación Innovación Bankinter). April 2024.

2021

  • “De la Complu a la start-up: mis tres cisnes negros” — Invited seminar, Día Internacional de la Luz, UCM. (video)

2018

  • Analytical modeling of graphene plasmons — SPIE Active Photonic Platforms X, San Diego, CA.

2017

  • Graphene-plasmon lenses for enhanced harmonic generation — SPIE Optics+Photonics, San Diego, CA.

2016

  • Complete optical absorption of ultrashort pulses by plasmons in nanostructured graphene — SPIE Nanoscience + Engineering, San Diego, CA.

2015

  • Probing Nanographene Phonons with Electron Energy-Loss Spectroscopy — SPP7, Jerusalem, Israel. (Poster)
  • Effect of Electron-Phonon Coupling on the Plasmon Lifetimes in Nanographene — SPP7, Jerusalem, Israel. (Poster)