Gabriel Matos
Hi! My name is Gabriel, and I am currently a Research Scientist at Quantinuum working on quantum algorithms and natural language processing.
I have recently completed a PhD in Theoretical Physics at the University of Leeds supervised by Zlatko Papić and Jiannis Pachos. My research during that time was focused on quantum many-body physics and variational quantum algorithms. You can find my PhD thesis here.
Before that, I completed a BSc and an MSc in Mathematics at the Instituto Superior Técnico, University of Lisbon. You can find my master's thesis here.
You can find a full list of my publications below.
Publications & Preprints
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Quantum Recurrent Architectures for Text Classification
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Scalable and interpretable quantum natural language processing: an implementation on trapped ionsarXiv:2409.08777 (2024)
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Quixer: A Quantum Transformer ModelarXiv:2406.04305 (2024)
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qujax: Simulating quantum circuits with JAX
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Characterization of variational quantum algorithms using free fermions
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Laughlin states change under large geometry deformations and imaginary time Hamiltonian dynamics
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Emergence of Gaussianity in the thermodynamic limit of interacting fermions
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Quantifying the efficiency of state preparation via quantum variational eigensolvers
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Kernel maps and operator decomposition