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simoneroncallo/README.md

Hi, I'm Simone 🖖

I am a PostDoc in Physics at the University of Pavia, conducting research, development and test of algorithms for Quantum Computing and Machine Learning.

🌱 I usually code in Python, using Qiskit/PennyLane or PyTorch/TensorFlow for quantum techs and machine learning projects, or Numpy and Scipy for low-level optical applications and Monte Carlo simulations.
🔗 Visit my website simoneroncallo.com for up-to-date information about my activities and research. You can also reach me at simone.roncallo01@ateneopv.it.

Below some of the projects I've worked on. See Repositories for a complete list. Thanks for reading!

📌 Links

LinkedIn Google Scholar arXiv

🐍 Python

Python NumPy Qiskit PyTorch TensorFlow Keras SciPy PennyLane Scikit-learn Pandas SymPy

🔨 Others

Bash Git Docker C++ MATLAB

📝 Research Projects

Repository Description Tools Paper Rel.
Quantum stroboscopy Stroboscopic measurements with Monte Carlo SciPy NumPy arXiv v0.1.0
Quantum optical network Optical neural networks for image classification TensorFlow NumPy arXiv
Quantum optical neuron Artificial neuron using the Hong-Ou-Mandel effect TensorFlow NumPy arXiv
Quantum JPEG Quantum image downsampling and compression Qiskit NumPy arXiv
Quantum arrival time Numerical arrival time distributions SciPy NumPy arXiv v0.1.0

🚀 Personal Projects

Repository Description Tools
Hardware telemetry Hardware usage shared via Telegram API for Unix systems Python Docker

 

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  1. quantum-jpeg quantum-jpeg Public

    Quantum algorithm for image downsampling and compression.

    Jupyter Notebook 6 1

  2. quantum-optical-network quantum-optical-network Public

    Quantum optical setup to classify images using mixed states, with arbitrary number of hidden neurons.

    Jupyter Notebook 1

  3. particle-filtering particle-filtering Public

    Localization and tracking with sequential Monte Carlo methods, i.e. particle filtering.

    Python

  4. hw-telemetry hw-telemetry Public

    Script to monitor hardware data and privately share them via a Telegram bot.

    Python

  5. classifier-decision-boundary classifier-decision-boundary Public

    Visualization of the decision boundary of a binary classifier, implemented by a shallow neural network with arbitrary number of hidden neurons.

    Jupyter Notebook

  6. quantum-stroboscopy quantum-stroboscopy Public

    Numerical computation and Monte Carlo simulation of stroboscopic measurements of time.

    Python