Tensor network methods are incredibly effective for simulating quantum circuits. This is due to their ability to efficiently represent and manipulate the wave-functions of large interacting quantum systems. We describe the challenges faced when scaling tensor network simulation approaches to Exascale compute platforms and introduce QuantEx, a framework for tensor network circuit simulation at Exascale.
@article{arxiv.2110.09894,
title = {Tensor Network Circuit Simulation at Exascale},
author = {John Brennan and Momme Allalen and David Brayford and Kenneth Hanley and Luigi Iapichino and Lee J. O'Riordan and Myles Doyle and Niall Moran},
journal= {arXiv preprint arXiv:2110.09894},
year = {2021}
}