Machine-learning-based device-independent certification of quantum networks

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  • who: Nicola D`Alessandro from the Dipartimento di Fisica, Sapienza Universitu00e0 di Roma, Ple Aldo Moro, Roma, ItalyFederal University have published the research work: Machine-learning-based device-independent certification of quantum networks, in the Journal: (JOURNAL) of 10/04/2023
  • what: The authors propose an alternative strategy which exploits a feedforward artificial neural network to optimize the correlations compatible with arbitrary quantum networks. Building on the results of Ref , the authors implement an artificial neural_network-based (ANN-based) algorithm to carry out numerical optimizations over supersets of the quantum set, see Fig 2. By . . .

     

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