Beyond MP2 initialization for unitary coupled cluster quantum circuits

The unitary coupled cluster (UCC) ansatz is a promising tool for achieving high-precision results using the variational quantum eigensolver (VQE) algorithm in the NISQ era. However, results on quantum hardware are thus far very limited and simulations have only accessed small system sizes. We advance the state of the art of UCC simulations by utilizing an efficient sparse wavefunction circuit solver and studying systems up to 64 qubits. Here we report results obtained using this solver that demonstrate the power of the UCC ansatz and address pressing questions about optimal initial parameterizations and circuit construction, among others. Our approach enables meaningful benchmarking of the UCC ansatz, a crucial step in assessing the utility of VQE for achieving quantum advantage.

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Publication Details

Journal
Quantum
Published
2024-11-26
DOI
https://doi.org/10.22331/q-2024-11-26-1538
Citations
10
Primary Topic
Quantum Computing Algorithms and Architecture
Type
article
Field-Weighted Citation Impact
3.47

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article

Beyond MP2 initialization for unitary coupled cluster quantum circuits

Mark R. Hirsbrunner, J. Wayne Mullinax, Diana Chamaki, Norm M. Tubman
10 citations
Quantum
Quantum Computing Algorithms and Architecture
3.47
article

Beyond MP2 initialization for unitary coupled cluster quantum circuits

Mark R. Hirsbrunner, J. Wayne Mullinax, Diana Chamaki, Norm M. Tubman
article en
10 citations

Abstract

The unitary coupled cluster (UCC) ansatz is a promising tool for achieving high-precision results using the variational quantum eigensolver (VQE) algorithm in the NISQ era. However, results on quantum hardware are thus far very limited and simulations have only accessed small system sizes. We advance the state of the art of UCC simulations by utilizing an efficient sparse wavefunction circuit solver and studying systems up to 64 qubits. Here we report results obtained using this solver that demonstrate the power of the UCC ansatz and address pressing questions about optimal initial parameterizations and circuit construction, among others. Our approach enables meaningful benchmarking of the UCC ansatz, a crucial step in assessing the utility of VQE for achieving quantum advantage.

QuantumVol. 8
Ames Research Center (US), Research Institute for Advanced Computer Science (US), University of Illinois Urbana-Champaign (US)
U.S. Department of Energy, National Aeronautics and Space Administration, Aeronautics Research Mission Directorate, Office of Science, Ames Research Center
Openalex Percentile: Top 6%
Quantum Computing Algorithms and Architecture
3.47
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