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].
Authors
- Nathan Fitzpatrick
- Alex J. W. Thom (ORCID: https://orcid.org/0000-0002-2417-7869)
- David Muñoz Ramo (ORCID: https://orcid.org/0000-0002-7220-9466)
- Chiara Leadbeater (ORCID: https://orcid.org/0000-0001-6577-3926)
Institutions
- University of Cambridge (GB)
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