Decision Diagrams for Quantum Measurements with Shallow Circuits

  • Stefan Hillmich (Speaker)
  • Charles Hadfield (Speaker)
  • Rudy Raymond (Speaker)
  • Antonio Mezzacapo (Speaker)
  • Robert Wille (Speaker)

Activity: Talk or presentationContributed talkscience-to-science

Description

We consider the problem of estimating quantum observables on a collection of qubits, given as a linear combination of Pauli operators, with shallow quantum circuits consisting of single-qubit rotations. We introduce estimators based on randomised measurements, which use decision diagrams to sample from probability distributions on measurement bases. This approach generalises previously known uniform and locally-biased randomised estimators. The decision diagrams are constructed given target quantum operators and can be optimised considering different strategies. We show numerically that the estimators introduced here can produce more precise estimates on some quantum chemistry Hamiltonians, compared to previously known randomised protocols and Pauli grouping methods.
Period18 Oct 2021
Event titleInternational Conference on Quantum Computing (QCE)
Event typeConference
LocationAustriaShow on map

Fields of science

  • 202 Electrical Engineering, Electronics, Information Engineering
  • 102 Computer Sciences

JKU Focus areas

  • Digital Transformation