Mixed State Variational Quantum Eigensolver for the Estimation of Expectation Values at Finite Temperature
Fuente:
arXiv
Enregistré dans:
| Auteur principal: | |
|---|---|
| Format: | Preprint |
| Publié: |
2024
|
| Sujets: | |
| Accès en ligne: | |
| Tags: |
Ajouter un tag
Pas de tags, Soyez le premier à ajouter un tag!
|
| _version_ | 1866913215993085952 |
|---|---|
| author | Clemente, Giuseppe |
| author_facet | Clemente, Giuseppe |
| contents | We introduce a novel hybrid quantum-classical algorithm for the near-term computation of expectation values in quantum systems at finite temperatures. This is based on two stages: on the first one, a mixed state approximating a fiducial truncated density matrix is prepared through Variational Quantum Eigensolving (VQE) techniques; this is then followed by a reweighting stage where the expectation values for observables of interest are computed. These two stages can then be iterated again with different hyperparameters to achieve arbitrary accuracy. Resource and time scalability of the algorithm is discussed with a near-term perspective. |
| format | Preprint |
| id |
arxiv_https___arxiv_org_abs_2401_17194 |
| institution | arXiv |
| publishDate | 2024 |
| record_format | arxiv |
| spellingShingle | Mixed State Variational Quantum Eigensolver for the Estimation of Expectation Values at Finite Temperature Clemente, Giuseppe Quantum Physics High Energy Physics - Lattice We introduce a novel hybrid quantum-classical algorithm for the near-term computation of expectation values in quantum systems at finite temperatures. This is based on two stages: on the first one, a mixed state approximating a fiducial truncated density matrix is prepared through Variational Quantum Eigensolving (VQE) techniques; this is then followed by a reweighting stage where the expectation values for observables of interest are computed. These two stages can then be iterated again with different hyperparameters to achieve arbitrary accuracy. Resource and time scalability of the algorithm is discussed with a near-term perspective. |
| title | Mixed State Variational Quantum Eigensolver for the Estimation of Expectation Values at Finite Temperature |
| topic | Quantum Physics High Energy Physics - Lattice |
| url | https://arxiv.org/abs/2401.17194 |