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victor-pcll/README.md

Hi there, I'm Victor

I'm an MSc student in Theoretical and Computational Physics at EPFL (Switzerland). My research focuses on the intersection of condensed matter, statistical physics, and machine learning dynamics.

Current Research & Interests

  • Condensed Matter & Stat Phys: Exploring the mathematical foundations and complex dynamics of physical systems.
  • Machine Learning Theory: Investigating learning dynamics and structural priors of Transformer attention mechanisms (SPOC Laboratory, EPFL).
  • Quantum Information: Simulating algorithms and evaluating hardware noise limits on real IBM Quantum devices.

Reach Me

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  1. Exploring-transformers-empirically Exploring-transformers-empirically Public

    architecture, regularization, and their impact on expressivity, spectral properties, and learning across synthetic and real data

    Jupyter Notebook

  2. ising-finite ising-finite Public

    Ce projet explore le modèle d’Ising sur des réseaux de taille finie afin d’étudier les propriétés statistiques et thermodynamiques des systèmes magnétiques. L’objectif est de simuler et analyser le…

    Jupyter Notebook