Resonant quantum principal component analysis

Abstract

An energy-tunable ancillary qubit efficiently probes the principal components of a low-rank matrix.

Document Details

Document Type
Pub Defense Publication
Publication Date
Aug 20, 2021
Source ID
10.1126/sciadv.abg2589

Entities

People

  • Fazhan Shi
  • Jiangfeng Du
  • Mengqi Wang
  • Seth Lloyd
  • Wentao Ji
  • Ya Wang
  • Yuhang Guo
  • Zhaokai Li
  • Zihua Chai

Organizations

  • 2011 Quantum Information and Quantum Technology Collaborative Innovation Center
  • Air Force Office of Scientific Research
  • Army Research Office
  • China Scholarship Council
  • Chinese Academy of Sciences
  • Massachusetts Institute of Technology
  • National Natural Science Foundation of China
  • National Science Foundation
  • United States Department of Energy
  • University of Science and Technology of China

Tags

Fields of Study

  • Physics

Technology Areas

  • Quantum Computing