Representation of the fermionic boundary operator

Ismail Yunus Akhalwaya, Yang-Hui He, Lior Horesh, Vishnu Jejjala, William Kirby, Kugendran Naidoo, and Shashanka Ubaru
Phys. Rev. A 106, 022407 – Published 10 August 2022

Abstract

The boundary operator is a linear operator that acts on a collection of high-dimensional binary points (simplices) and maps them to their boundaries. This boundary map is one of the key components in numerous applications, including differential equations, machine learning, computational geometry, machine vision, and control systems. We consider the problem of representing the full boundary operator on a quantum computer. We first prove that the boundary operator has a special structure in the form of a complete sum of fermionic creation and annihilation operators. We then use the fact that these operators pairwise anticommute to produce an O(n)-depth circuit that exactly implements the boundary operator without any Trotterization or Taylor-series approximation errors. Having fewer errors reduces the number of shots required to obtain desired accuracies.

  • Received 24 April 2022
  • Accepted 27 July 2022

DOI:https://doi.org/10.1103/PhysRevA.106.022407

©2022 American Physical Society

Physics Subject Headings (PhySH)

Quantum Information, Science & Technology

Authors & Affiliations

Ismail Yunus Akhalwaya1,2,*, Yang-Hui He3,4,5,6,†, Lior Horesh7,‡, Vishnu Jejjala8,§, William Kirby9,10,∥, Kugendran Naidoo8,¶, and Shashanka Ubaru7,#

  • 1IBM Research Africa, Johannesburg 2000, South Africa
  • 2School of Computer Science and Applied Mathematics, University of the Witwatersrand, Johannesburg, WITS 2050, South Africa
  • 3London Institute for Mathematical Sciences, Royal Institution, London W1S 4BS, United Kingdom
  • 4Department of Mathematics, City, University of London, London EC1V 0HB, United Kingdom
  • 5Merton College, University of Oxford, Oxford OX1 4JD, United Kingdom
  • 6School of Physics, NanKai University, Tianjin 300071, China
  • 7Mathematics of AI, IBM Research, T. J. Watson Research Center, Yorktown Heights, New York 10598, USA
  • 8Mandelstam Institute for Theoretical Physics, School of Physics, NITheCS, and CoE-MaSS, University of the Witwatersrand, Johannesburg, WITS 2050, South Africa
  • 9Department of Physics and Astronomy, Tufts University, Medford, Massachusetts 02155, USA
  • 10IBM Quantum, IBM Research, T. J. Watson Research Center, Yorktown Heights, New York 10598, USA

  • *IsmailA@za.ibm.com
  • hey@maths.ox.ac.uk
  • lhoresh@us.ibm.com
  • §vishnu@neo.phys.wits.ac.za
  • william.kirby@ibm.com
  • 9006597F@students.wits.ac.za
  • #Shashanka.Ubaru@ibm.com

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Issue

Vol. 106, Iss. 2 — August 2022

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