Non-Unitary Trotter Circuits for Imaginary Time Evolution

We propose an imaginary time equivalent of the well-established Pauli gadget primitive for Trotter-decomposed real time evolution, using mid-circuit measurements on a single ancilla qubit. Imaginary time evolution (ITE) is widely used for obtaining the ground state (GS) of a system on classical hardware, computing thermal averages, and as a component of quantum algorithms that perform non-unitary evolution. Near-term implementations on quantum hardware rely on heuristics, compromising their accuracy. As a result, there is growing interest in the development of more natively quantum algorithms. Since it is not possible to implement a non-unitary gate deterministically, we resort to the implementation of probabilistic ITE (PITE) algorithms, which rely on a unitary quantum circuit to simulate a block encoding of the ITE operator-that is, they rely on successful ancillary measurements to evolve the system non-unitarily. Compared with previous PITE proposals, our suggested block encoding results in shorter circuits and is simpler to implement, requiring only a slight modification of the Pauli gadget primitive. This scheme was tested on the fermionic Hubbard model and is demonstrated to converge to the GS of the system [1].

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Publication Details

Published
2024-09-15
DOI
https://doi.org/10.1109/qce60285.2024.10374
Citations
2
Primary Topic
Neural Networks and Reservoir Computing
Type
article
Field-Weighted Citation Impact
0.69
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article

Non-Unitary Trotter Circuits for Imaginary Time Evolution

Nathan Fitzpatrick, Alex J. W. Thom, David Muñoz Ramo, Chiara Leadbeater
2 citations
Neural Networks and Reservoir Computing
0.69
article

Non-Unitary Trotter Circuits for Imaginary Time Evolution

Nathan Fitzpatrick, Alex J. W. Thom, David Muñoz Ramo, Chiara Leadbeater
article en
2 citations

Abstract

We propose an imaginary time equivalent of the well-established Pauli gadget primitive for Trotter-decomposed real time evolution, using mid-circuit measurements on a single ancilla qubit. Imaginary time evolution (ITE) is widely used for obtaining the ground state (GS) of a system on classical hardware, computing thermal averages, and as a component of quantum algorithms that perform non-unitary evolution. Near-term implementations on quantum hardware rely on heuristics, compromising their accuracy. As a result, there is growing interest in the development of more natively quantum algorithms. Since it is not possible to implement a non-unitary gate deterministically, we resort to the implementation of probabilistic ITE (PITE) algorithms, which rely on a unitary quantum circuit to simulate a block encoding of the ITE operator-that is, they rely on successful ancillary measurements to evolve the system non-unitarily. Compared with previous PITE proposals, our suggested block encoding results in shorter circuits and is simpler to implement, requiring only a slight modification of the Pauli gadget primitive. This scheme was tested on the fermionic Hubbard model and is demonstrated to converge to the GS of the system [1].

University of Cambridge (GB)
Openalex Percentile: Top 22%
Neural Networks and Reservoir Computing
0.69
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Non-Unitary Trotter Circuits for Imaginary Time Evolution — Nathan Fitzpatrick, Alex J. W. Thom, et al. · (2024) | TGRS Research Map | TGRS