most citedIdentification of quantum entanglement with Siamese convolutional neural networks and semi-supervised learning

1 citations · 1 across the 2 of their papers we have counts for

collaborators

2 papers

quant-ph2023

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…

quant-ph2022★ 1 cited

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…