Benchmarking Quantum Convolutional Neural Networks and their classical surrogates on long-range strongly correlated models

Tatiana A. Bespalova, Réka Schwengelbeck, Laura Mismetti +3

We benchmark quantum convolutional neural networks (QCNNs) and their classical surrogates for phase differentiation in one-dimensional strongly correlated systems with beyond-neare…