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Hi there 👋

I'm a post-doctoral researcher in the Quantum Information Theory group at Université de Genève. My current research focuses, mostly, in the interplays between machine learning and quantum physics, and in quantum nonlocality. In the past, I have also worked in quantum thermodynamics, and in quantum information aspects of quantum field theory.

What you will find 👀

There are a few things that you may find wandering around here:

  • Computational appendices of research papers 🖥️: It is my belief that science should be open and reproducible (and that scientists shouldn't waste their time programming things that have already been programmed). Due to this, I always make an attempt to publishing the computer codes employed in each scientific publication I author. Examples of these computational appendices are triangle-quantum-nonlocality, private-tn, fullnn, rapid, quantum-networks-scalar-extension, gaussianotto, bayesian-dl-quantum (this last one, in GitLab).
  • Teaching material 📚: of different lectures and courses I have taught. This is the case of teaching and BIST-Python-Bootcamp.
  • Learning material 🔍: mostly in classical and quantum machine learning, developed while studying the subjects. Examples are ml-projects, qml-rg, and ebm-torch, which is a library written in Pytorch to train energy-based generative models.
  • An Android app! 📱 which helped me retain sanity during 2020: contactdiary

More ➕

  • 📫 How to reach me: Drop me an email (this is easy to find in the web) or find me on Twitter or Mastodon.
  • 😄 Pronouns: he/him

apozas' GitHub stats

Alex Pozas-Kerstjens's Projects

fullnn icon fullnn

Code repository for Phys. Rev. Lett. 128, 010403 (2022) [arXiv:2105.09325]

gaussianotto icon gaussianotto

Code repository for New J. Phys. 20, 043034 (2018) [arXiv:1708.06363]

inflation icon inflation

Implementations of the Inflation Technique for Causal Inference.

ml-projects icon ml-projects

Collection of different Machine Learning architectures, written in different Python libraries

ncpol2sdpa icon ncpol2sdpa

Solve global polynomial optimization problems of either commutative variables or noncommutative operators through a semidefinite programming (SDP) relaxation

qaoa-color icon qaoa-color

Qiskit camp 2019 hackathon: Using QAOA for solving the graph coloring problem

qml-rg icon qml-rg

Quantum Machine Learning Reading Group @ ICFO

rapid icon rapid

RAPID: Training energy-based models through Restricted Axons and Pattern-InDuced correlations

three-star-fnn icon three-star-fnn

Code repository for Nat. Commun. 14, 2153 (2023) [arXiv:2212.09765]

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