Me
I am a predoctoral researcher focused on quantum generative modeling with near-term quantum computers. My work explores how variational quantum algorithms can be used to learn and generate complex distributions in the NISQ era.
Experience
Eurecat - Technology Centre
Industrial PhD between Eurecat and the QML-CVC group from the Universitat Autònoma de Barcelona. Working at the intersection of machine learning and quantum computing with a focus on generative modeling with near-term quantum computers.
Eurecat - Technology Centre
Research on variational quantum algorithms and quantum architecture search with a focus on their application to computer vision problems, mainly satellite image classification.
Research
Shallow instantaneous quantum polynomial-time circuits for generative modeling on noisy intermediate-scale quantum hardware
Physical Review A
Practical insights on the effect of different encodings, ansätze and measurements in quantum and hybrid convolutional neural networks
Quantum Machine Intelligence
Generative Graph Modeling on NISQ Computers
IEEE International Conference on Quantum Computing and Engineering (QCE)
Coverage maps on domains with obstacles
XX Spanish Meeting on Computational Geometry