Improving Quantum Circuit Synthesis with Machine Learning

Author:

Weiden Mathias1,Younis Ed2,Kalloor Justin1,Kubiatowicz John1,Iancu Costin2

Affiliation:

1. University of California,Department of Electrical Engineering and Computer Science,Berkeley

2. Computational Research Division, Lawrence Berkeley National Laboratory

Funder

DOE

ASCR

Publisher

IEEE

Reference35 articles.

1. Reducing the number of non-clifford gates in quantum circuits;kissinger;ArXiv Quantum Physics eprints,2019

2. QFAST: Quantum synthesis using a hierarchical continuous circuit space;younis;2021 IEEE International Conference on Quantum Computing and Engineering (QCE),2020

3. Principal component analysis: a review and recent developments

4. Berkeley quantum synthesis toolkit (bqskit) v l;younis;Lawrence Berkeley National Laboratory (LBNL) Berkeley CA (United States) Tech Rep,2021

5. Implementing grover's al-gorithm on the ibm quantum computers;mandviwalla;2018 IEEE International Conference on Big Data (Big Data),0

Cited by 3 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

1. Synthesis of quantum circuits based on supervised learning and correlations;Quantum Information Processing;2024-05-24

2. Quantum circuit synthesis with diffusion models;Nature Machine Intelligence;2024-05-20

3. Automated quantum software engineering;Automated Software Engineering;2024-04-12

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