Identification of quantum entanglement with Siamese convolutional neural
networks and semi-supervised learningPhysical Review Applied (Phys. Rev. Appl.), 2022 |
Toward Physically Realizable Quantum Neural NetworksAAAI Conference on Artificial Intelligence (AAAI), 2022 |
Learning entanglement breakdown as a phase transition by confusionNew Journal of Physics (NJP), 2022 |
Detecting quantum entanglement with unsupervised learningQuantum Science and Technology (QST), 2021 |
Classification and reconstruction of optical quantum states with deep
neural networksPhysical Review Research (PRResearch), 2020 |
Quantum Adversarial Machine LearningPhysical Review Research (PRR), 2019 |
Learning Algebraic Models of Quantum EntanglementQuantum Information Processing (QIP), 2019 |