Characterizing quantum circuits with qubit functional configurations.

Sci Rep

Department of Chemistry, Department of Physics, Purdue Quantum Science and Engineering Institute, Purdue University, West Lafayette, IN, 47907, USA.

Published: April 2023

We develop a systematic framework for characterizing all quantum circuits with qubit functional configurations. The qubit functional configuration is a mathematical structure that can classify the properties and behaviors of quantum circuits collectively. Major benefits of classifying quantum circuits in this way include: 1. All quantum circuits can be classified into corresponding types; 2. Each type characterizes important properties (such as circuit complexity) of the quantum circuits belonging to it; 3. Each type contains a huge collection of possible quantum circuits allowing systematic investigation of their common properties. We demonstrate the theory's application to analyzing the hardware-efficient ansatzes of variational quantum algorithms. For potential applications, the functional configuration theory may allow systematic understanding and development of quantum algorithms based on their functional configuration types.

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Source
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC10073272PMC
http://dx.doi.org/10.1038/s41598-023-31980-3DOI Listing

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