5 papers
Mapping correlations between quantum discord and Bell non-locality
Robert OkuÅa, Adrian Misiak, Piotr Mironowicz
We present a numerical framework for the certification and systematic analysis of the relationship between Bell nonlocality and quantum discord. By determining the minimum discord…
Autonomous Optical Alignment of Satellite-Based Entanglement Sources using Reinforcement Learning
Andrzej Gajewski, Robert OkuÅa, Marcin PawÅowski +1
Quantum entanglement distributed via satellites enable global-scale quantum communication. However, onboard sources are susceptible to misalignment due to dynamical orbital conditi…
Extensive search of Shannon entropy-based randomness certification protocols
Robert OkuÅa, Piotr Mironowicz
Quantum technologies offer significant advancements in information processing and communication, notably in the domain of random number generation (RNG). The use of Bell inequaliti…
Device-independent Shannon entropy certification
Robert OkuÅa, Piotr Mironowicz
Quantum technologies promise information processing and communication technology advancements, including random number generation (RNG). Using Bell inequalities, a user of a quantu…
Modern applications of machine learning in quantum sciences
Anna Dawid, Julian Arnold, Borja Requena +26
In this book, we provide a comprehensive introduction to the most recent advances in the application of machine learning methods in quantum sciences. We cover the use of deep learn…