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Publication

Simulating Quantum Systems with NWQ-Sim on HPC

by Insaeng Suh, Ang Li
Publication Type
Conference Paper
Book Title
2023 IEEE International Conference for High Performance Computing, Networking, Storage, and Analysis (SC)
Publication Date
Page Numbers
1 to 3
Issue
s3
Publisher Location
New Jersey, United States of America
Conference Name
Supercomputing 2023
Conference Location
Denver, Colorado, United States of America
Conference Sponsor
IEEE Computer Society, ACM, SigHPC, TCHPC
Conference Date
-

NWQ-Sim is a cutting-edge quantum system simulation environment designed to run on classical multi-node, multi-CPU/GPU heterogeneous HPC systems.
In this work, we provide a brief overview of NWQ-Sim and its implementation in simulating quantum circuit applications, such as the transverse field Ising model. We also demonstrate how NWQ-Sim can be used to examine the effects of errors that occur on real quantum devices, using a combined device noise model. Moreover, NWQ-Sim is particularly well-suited for implementing variational quantum algorithms where circuits are dynamically generated. Therefore, we also illustrate this with the variational quantum eigensolver (VQE) for the Ising model. In both cases, NWQ-Sim's performance is comparable to or better than alternative simulators. We conclude that NWQ-Sim is a useful and flexible tool for simulating quantum circuits and algorithms, with performance advantages and noise-aware simulation capabilities.