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paololapo/README.md

Paolo Lapo Cerni


  • 📌 Based in Padua, Italy.
  • 🧑🏻‍💻 Physics PhD Student, focusing on optimization techniques for resilient complex systems out of equilibrium.
  • 🎈 Mostly interested in: complex systems, network science, machine and deep learning, statistical physics, numerical simulations, information theory, and computational neuroscience.
  • 🎓 MSc Physics of Data graduate. Final thesis: "Variational principles for hierarchical and modular architectures in complex networks", investigation of the emergence of hierarchy using information thermodynamics. Supervisor: Prof. Manlio De Domenico.
  • 🎓 BSc Physics graduate. Final thesis: "Dynamical connectivity and nonlinearity in a whole-brain computational model", analysis of fMRI time series with modern computational neuroscience models and techniques. Supervisor: Prof. Michele Allegra.

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  1. NetworkReconstruction NetworkReconstruction Public

    Two approaches to reconstruct a partially corrupted/observed adjacency matrix: Bayesian inference and graph neural networks

    Jupyter Notebook 1

  2. LuxMarchesiModel LuxMarchesiModel Public

    Lux-Marchesi agent-based model of an artificial financial market, reproducing scaling and criticality. 'Econophysics' course

    Python 1

  3. jacopocarotenuto/SBI_RedBloodCells jacopocarotenuto/SBI_RedBloodCells Public

    The project aims to explore the Simulation Based Inference to study three stochastic models: Ornstein-Uhlenbeck, Run&Tumble, and a dynamical model of the Blood Cells motion.

    Jupyter Notebook 2 2

  4. ComplexNetworks_projects ComplexNetworks_projects Public

    Final projects for the "Physics of Complex Networks: structure and dynamics": complexity science and multidisciplinary physics

    Jupyter Notebook

  5. QuantumCryptographySecurity QuantumCryptographySecurity Public

    Data analysis of QRNG and QKD experimental protocols, 'Quantum Cryptography and Security' course.

    Python 9 1

  6. 8-bit-CPU-emulator 8-bit-CPU-emulator Public

    8-bit CPU emulator for running simple ASSEMBLY code, final project for the 'Management and Analysis of Physics Dataset (MOD. A)' course.

    Python 12 3