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🌱 I’m currently learning how to use machine learning techniques to solve optimization problems in Quantum Mechanics.
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💬 Ask me about Fortran, Numerical Methods, Python, Reinforcement Learning, Neural Networks
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📫 You can reach me at: sofiperon98@gmail.com / sofia.peron@mi.unc.edu.ar
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📄 Know about my experiences here
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⚡Free culture and Free software supporter⚡
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Instituto de Física Enrique Gaviola - Universidad Nacional de Córdoba
- Córdoba, Argentina
Highlights
- Pro
Pinned Loading
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gen_alg_xxz
gen_alg_xxz PublicUses genetic algorithms to find couplings that allow good transmissions in XXZ hamiltonians
Jupyter Notebook
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qcl
qcl PublicReproduction of the results obtained in the work of Mitarai et al. (https://doi.org/10.1103/physreva.98.032309) where they propose and apply a framework called Quantum Circuit Learning to three dif…
Jupyter Notebook
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QM_deep_rl
QM_deep_rl PublicImplementation of the algorithm developed in the work of Zhang et. al (https://doi.org/10.1103/PhysRevA.97.052333). The following code uses Deep Reinforcement Learning to obtain an optimal sequence…
Python
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quantum-state-transfer
quantum-state-transfer PublicImplementation of the algorithm developed in the first part of the work of Zhang et. al (https://doi.org/10.1103/PhysRevA.97.052333). Finds optimal couplings to achieve a perfect transmission via i…
Fortran
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