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Variational quantum eigensolver techniques for simulating carbon monoxide oxidation

Тип публикацииJournal Article
Дата публикации2022-08-06
Связанные публикации
SCImago Q1
Tоп 10% SCImago
WOS Q1
БС1
SJR1.641
CiteScore9
Impact factor5.5
ISSN23993650
General Physics and Astronomy
Краткое описание

Variational Quantum Eigensolver (VQE) methods aim to maximize the resources of existing noisy devices. However, they encounter difficulties in simulating molecules of industrially-relevant sizes, such as constructing the efficient ansatz. Adaptive variational algorithms (ADAPT-VQE) can solve this problem but with a significant increase in the number of measurements. Here, we reduce the measurement overhead of ADAPT-VQE via adding operator batches to the ansatz while keeping it compact. We reformulate the previously proposed qubit pool completeness criteria for the tapered qubit space and propose an automated pool construction procedure. Our numerical results indicate that reducing the qubit pool size from polynomial to linear conversely increases the number of measurements. We simulate a set of molecules, participating in the carbon monoxide oxidation processes using the statevector simulator and compare the results with VQE-UCCSD and classical methods. Our results pave the way towards usage of variational approaches for solving practically relevant chemical problems.

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ГОСТ |
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Sapova M. D. et al. Variational quantum eigensolver techniques for simulating carbon monoxide oxidation // Communications Physics. 2022. Vol. 5. No. 1. 199
ГОСТ со всеми авторами (до 50) Скопировать
Sapova M. D., Fedorov A. K. Variational quantum eigensolver techniques for simulating carbon monoxide oxidation // Communications Physics. 2022. Vol. 5. No. 1. 199
RIS |
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TY - JOUR
DO - 10.1038/s42005-022-00982-4
UR - https://www.nature.com/articles/s42005-022-00982-4
TI - Variational quantum eigensolver techniques for simulating carbon monoxide oxidation
T2 - Communications Physics
AU - Sapova, Mariia D
AU - Fedorov, Aleksey K.
PY - 2022
DA - 2022/08/06
PB - Springer Nature
IS - 1
VL - 5
SN - 2399-3650
ER -
BibTex
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BibTex (до 50 авторов) Скопировать
@article{2022_Sapova,
author = {Mariia D Sapova and Aleksey K. Fedorov},
title = {Variational quantum eigensolver techniques for simulating carbon monoxide oxidation},
journal = {Communications Physics},
year = {2022},
volume = {5},
publisher = {Springer Nature},
month = {aug},
url = {https://www.nature.com/articles/s42005-022-00982-4},
number = {1},
pages = {199},
doi = {10.1038/s42005-022-00982-4}
}
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