Tailored and Externally Corrected Coupled Cluster with Quantum Inputs

Fuente: arXiv
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Autori principali: Scheurer, Maximilian, Anselmetti, Gian-Luca R., Oumarou, Oumarou, Gogolin, Christian, Rubin, Nicholas C.
Natura: Preprint
Pubblicazione: 2023
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author Scheurer, Maximilian
Anselmetti, Gian-Luca R.
Oumarou, Oumarou
Gogolin, Christian
Rubin, Nicholas C.
author_facet Scheurer, Maximilian
Anselmetti, Gian-Luca R.
Oumarou, Oumarou
Gogolin, Christian
Rubin, Nicholas C.
contents We propose to use wavefunction overlaps obtained from a quantum computer as inputs for the classical split-amplitude techniques, tailored and externally corrected coupled cluster, to achieve balanced treatment of static and dynamic correlation effects in molecular electronic structure simulations. By combining insights from statistical properties of matchgate shadows, which are used to measure quantum trial state overlaps, with classical correlation diagnostics, we are able to provide quantum resource estimates well into the classically no longer exactly solvable regime. We find that rather imperfect wavefunctions and remarkably low shot counts are sufficient to cure qualitative failures of plain coupled cluster singles doubles and to obtain chemically precise dynamic correlation energy corrections. We provide insights into which wavefunction preparation schemes have a chance of yielding quantum advantage, and we test our proposed method using overlaps measured on Google's Sycamore device.
format Preprint
id arxiv_https___arxiv_org_abs_2312_08110
institution arXiv
publishDate 2023
record_format arxiv
spellingShingle Tailored and Externally Corrected Coupled Cluster with Quantum Inputs
Scheurer, Maximilian
Anselmetti, Gian-Luca R.
Oumarou, Oumarou
Gogolin, Christian
Rubin, Nicholas C.
Quantum Physics
Chemical Physics
We propose to use wavefunction overlaps obtained from a quantum computer as inputs for the classical split-amplitude techniques, tailored and externally corrected coupled cluster, to achieve balanced treatment of static and dynamic correlation effects in molecular electronic structure simulations. By combining insights from statistical properties of matchgate shadows, which are used to measure quantum trial state overlaps, with classical correlation diagnostics, we are able to provide quantum resource estimates well into the classically no longer exactly solvable regime. We find that rather imperfect wavefunctions and remarkably low shot counts are sufficient to cure qualitative failures of plain coupled cluster singles doubles and to obtain chemically precise dynamic correlation energy corrections. We provide insights into which wavefunction preparation schemes have a chance of yielding quantum advantage, and we test our proposed method using overlaps measured on Google's Sycamore device.
title Tailored and Externally Corrected Coupled Cluster with Quantum Inputs
topic Quantum Physics
Chemical Physics
url https://arxiv.org/abs/2312.08110