Quantum circuit architecture search for variational quantum algorithms

Abstract Variational quantum algorithms (VQAs) are expected to be a path to quantum advantages on noisy intermediate-scale quantum devices. However, both empirical and theoretical results exhibit that the deployed ansatz heavily affects the performance of VQAs such that an ansatz with a larger numbe...

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Bibliographic Details
Main Authors: Yuxuan Du, Tao Huang, Shan You, Min-Hsiu Hsieh, Dacheng Tao
Format: Article
Language:English
Published: Nature Portfolio 2022-05-01
Series:npj Quantum Information
Online Access:https://doi.org/10.1038/s41534-022-00570-y