56 citations · 186 across the 21 of their papers we have counts for
3 papers · 1 filter
Data-driven criteria for quantum correlations
Mateusz Krawczyk, Jarosław Pawłowski, Maciej M. Maśka +1
We build a machine learning model to detect correlations in a three-qubit system using a neural network trained in an unsupervised manner on randomly generated states. The network…
Identification of quantum entanglement with Siamese convolutional neural networks and semi-supervised learning
Jarosław Pawłowski, Mateusz Krawczyk
Quantum entanglement is a fundamental property commonly used in various quantum information protocols and algorithms. Nonetheless, the problem of identifying entanglement has still…
Generation of spin-dependent coherent states in a quantum wire
J. Pawłowski, P. Szumniak, S. Bednarek
We propose an all-electrically controlled nanodevice - a gated semiconductor nanowire - capable of generating a coherent state of a single electron trapped in a harmonic oscillator…