I am a PostDoc in Physics at the University of Pavia, conducting research, development and test of algorithms and protocols for Quantum Computing, Quantum Optics and Machine Learning.
🌱 I usually code in Python, using Qiskit or Keras for high-level quantum 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 [email protected].
Below are some of the projects I've worked on. See Repositories for a complete list. Thanks for reading!
📌 Links
| Repository | Description | Libraries | Paper |
|---|---|---|---|
| Quantum optical network | Quantum shallow neural network implemented with mixed states |   |
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| Binary phase estimation | Binary interferometric estimation algorithm of an unknown phase |  |
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| Quantum optical neuron | Quantum artificial neuron using the Hong-Ou-Mandel effect | |
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| Quantum JPEG | Quantum algorithm for image downsampling and compression | |
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| Repository | Description | Libraries |
|---|---|---|
| Particle filtering | Localization and tracking with sequential Monte Carlo methods |  |
| Classifier decision boundary | Animated decision boundary of a shallow neural network | |