Simulating non-unitary dynamics using quantum signal processing with unitary block encoding
Abstract
We adapt a recent advance in resource-frugal quantum signal processing - the Quantum Eigenvalue Transform with Unitary matrices (QET-U) - to explore non-unitary imaginary time evolution on early fault-tolerant quantum computers using exactly emulated quantum circuits. We test strategies for optimising the circuit depth and the probability of successfully preparing the desired imaginary-time evolved states. For the task of ground state preparation, we confirm that the probability of successful post-selection is quadratic in the initial reference state overlap as . When applied instead to thermal state preparation, we show QET-U can directly estimate partition functions at exponential cost. Finally, we combine QET-U with Trotter product formula to perform non-normal Hamiltonian simulation in the propagation of Lindbladian open quantum system dynamics. We find that QET-U for non-unitary dynamics is flexible, intuitive and straightforward to use, and suggest ways for delivering quantum advantage in simulation tasks.
Cite
@article{arxiv.2303.06161,
title = {Simulating non-unitary dynamics using quantum signal processing with unitary block encoding},
author = {Hans Hon Sang Chan and David Muñoz Ramo and Nathan Fitzpatrick},
journal= {arXiv preprint arXiv:2303.06161},
year = {2023}
}
Comments
14 pages, 10 figures, minor corrections and updated citations