SC21 Proceedings

The International Conference for High Performance Computing, Networking, Storage, and Analysis

Tensor Network Circuit Simulation at Exascale


Workshop:Second International Workshop on Quantum Computing Software

Authors: John Brennan (Irish Centre for High‑End Computing (ICHEC)) and David Brayford (Leibniz Supercomputing Centre)


Abstract: 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 exa-scale compute platforms and introduce QuantEx, a framework for tensor network circuit simulation at exa-scale.





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