Exponentiation of parametric Hamiltonians via unitary interpolation

The effort to generate matrix exponentials and associated differentials, required to determine the time evolution of quantum systems, frequently constrains the evaluation of problems in quantum control theory, variational circuit compilation, or Monte Carlo sampling. We introduce two ideas for the time-efficient approximation of matrix exponentials of linear multiparametric Hamiltonians. We modify the Suzuki-Trotter product formula from an approximation to an interpolation scheme to improve both accuracy and walltime. This allows us to achieve high fidelities within a single interpolation step, which can be computed directly from cached matrices. Furthermore, we define the interpolation on a grid of system parameters, and show that the interpolation infidelity converges with fourth-order accuracy in the number of interpolation bins. Published by the American Physical Society 2024

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Publication Details

Journal
Physical Review Research
Published
2024-12-16
DOI
https://doi.org/10.1103/physrevresearch.6.043278
Citations
2
Primary Topic
Matrix Theory and Algorithms
Type
article
Field-Weighted Citation Impact
0.72

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article

Exponentiation of parametric Hamiltonians via unitary interpolation

Tommaso Calarco, Michael Schilling, Francesco Preti, Matthias M. Müller et al.
2 citations
Physical Review Research
Matrix Theory and Algorithms
0.72
article

Exponentiation of parametric Hamiltonians via unitary interpolation

Tommaso Calarco, Michael Schilling, Francesco Preti, Matthias M. Müller, Felix Motzoi
article en
2 citations

Abstract

The effort to generate matrix exponentials and associated differentials, required to determine the time evolution of quantum systems, frequently constrains the evaluation of problems in quantum control theory, variational circuit compilation, or Monte Carlo sampling. We introduce two ideas for the time-efficient approximation of matrix exponentials of linear multiparametric Hamiltonians. We modify the Suzuki-Trotter product formula from an approximation to an interpolation scheme to improve both accuracy and walltime. This allows us to achieve high fidelities within a single interpolation step, which can be computed directly from cached matrices. Furthermore, we define the interpolation on a grid of system parameters, and show that the interpolation infidelity converges with fourth-order accuracy in the number of interpolation bins. Published by the American Physical Society 2024

Physical Review ResearchVol. 6(4)
Forschungszentrum Jülich (DE), Instituto de Física Teórica (ES), University of Bologna (IT)
Horizon Therapeutics, Deutsche Forschungsgemeinschaft, Bundesministerium für Bildung und Forschung
Openalex Percentile: Top 24%
Matrix Theory and Algorithms
0.72
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Exponentiation of parametric Hamiltonians via unitary interpolation — Tommaso Calarco, Michael Schilling, et al. · Physical Review Research (2024) | TGRS Research Map | TGRS