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Gate-free state preparation for fast variational quantum eigensolver simulations

Physics

Gate-free state preparation for fast variational quantum eigensolver simulations

O. R. Meitei, B. T. Gard, et al.

Discover how the innovative ctrl-VQE algorithm drastically reduces state preparation times for quantum computers by optimizing pulse shapes rather than relying on traditional quantum circuits. This groundbreaking research by Oinam Romesh Meitei, Bryan T. Gard, George S. Barron, David P. Pappas, Sophia E. Economou, Edwin Barnes, and Nicholas J. Mayhall showcases promising advancements in electronic structure solutions.

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~3 min • Beginner • English
Abstract
The variational quantum eigensolver is currently the flagship algorithm for solving electronic structure problems on near-term quantum computers. The algorithm involves implementing a sequence of parameterized gates on quantum hardware to generate a target quantum state, and then measuring the molecular energy. Due to finite coherence times and gate errors, the number of gates that can be implemented remains limited. In this work, we propose an alternative algorithm where device-level pulse shapes are variationally optimized for the state preparation rather than using an abstract-level quantum circuit. In doing so, the coherence time required for the state preparation is drastically reduced. We numerically demonstrate this by directly optimizing pulse shapes which accurately model the dissociation of H2 and HeH+, and we compute the ground state energy for LiH with four transmons where we see reductions in state preparation times of roughly three orders of magnitude compared to gate-based strategies.
Publisher
npj Quantum Information
Published On
Oct 27, 2021
Authors
Oinam Romesh Meitei, Bryan T. Gard, George S. Barron, David P. Pappas, Sophia E. Economou, Edwin Barnes, Nicholas J. Mayhall
Tags
variational quantum eigensolver
ctrl-VQE
quantum computing
state preparation
pulse optimization
electronic structure
coherence time
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