A Quantum Algorithm to Simulate Open Quantum Systems

ORAL

Abstract

Given the advent of quantum algorithms for a wide array of problems in linear algebra and machine learning, it is important to develop general methods for the simulation of arbitrary (i.e. non-unitary) operators on quantum hardware. In this talk, we present a novel quantum algorithm based on the quantum singular value transformation (QSVT) to apply an arbitrary operator K to some input state and subsequently estimate the expectation value of some observable. Our construction then immediately yields a route to estimating observables of states undergoing open quantum dynamics, whose effect is captured by a set of non-unitary Kraus operators. Our algorithm succeeds deterministically given the Sz-Nagy dilation, and we provide details on the algorithm's query and gate complexity, numerical verification, and comparisons with prior methods.

*We are grateful for support from NASA Ames Research Center and NAMS Contract No. NNA16BD14C.

Presenters

  • Joseph Barreto

    • NASA Ames Research Center

Authors

  • Nishchay Suri

    • NASA Ames Research Center
    • Carnegie Mellon University
  • Joseph Barreto

    • NASA Ames Research Center
  • Filip A Wudarski

    • NASA Ames Research Center
    • QuAIL, USRA, NASA
  • Jeffrey Marshall

    • NASA Ames Research Center
  • Stuart Hadfield

    • NASA Ames Research Center
    • NASA Quantum Artificial Intelligence Lab (QuAIL), USRA Research Institute for Advanced Computer Science (RIACS)
  • Nathan Wiebe

    • University of Toronto
  • Eleanor G Rieffel

    • NASA Ames Research Center
    • Quantum Artificial Intelligence Laboratory (QuAIL), NASA Ames Research Center
    • QuAIL, NASA