Quick Navigation

Overview Topics Abstract Importance Paper Tools References Reactions Discussion Publication Related

Topics

Trapped Ion Quantum Computing Quantum Chemistry

Approaches to Simultaneously Solving Variational Quantum Eigensolver Problems

arXiv
Authors: Adam Hutchings, Eric Yarnot, Xinpeng Li, Qiang Guan, Ning Xie, Shuai Xu, Vipin Chaudhary

Year

2024

Paper ID

37556

Status

Preprint

Abstract Read

~2 min

Abstract Words

120

Citations

N/A

Abstract

The variational quantum eigensolver (VQE), a type of variational quantum algorithm, is a hybrid quantum-classical algorithm to find the lowest-energy eigenstate of a particular Hamiltonian. We investigate ways to optimize the VQE solving process on multiple instances of the same problem, by observing the process on one instance of the problem to inform initialization for other processes. We aim to take advantage of the VQE solution process to obtain useful information while disregarding information which we can predict to not be very useful. In particular, we find that the solution process produces lots of data with very little new information. Therefore, we can safely disregard much of this repetitive information with little effect on the outcome of the solution process.

Why This Paper Matters

  • This paper contributes to the Quantum Chemistry research area in the Quantum Articles archive.
  • It adds a 2024 reference point for readers tracking recent quantum research.
  • The variational quantum eigensolver (VQE), a type of variational quantum algorithm, is a hybrid quantum-classical algorithm to find the lowest-energy eigenstate of a particular...

Paper Tools

Become a member to use research tools

Sign in to open papers, visit source links, share, cite, compare, copy DOI links, request category corrections, and build your reading list.

Become a member Sign in
Show Paper arXiv Publisher Share Cite This Paper Copy URL Compare Copy DOI Add to Reading List Category Correction Request

References & Citation Signals

[1] DOI https://doi.org/arXiv:2410.21413 [2] arXiv https://arxiv.org/abs/2410.21413 [3] Publisher https://arxiv.org/abs/2410.21413

Local Citation Graph (Related-Paper Links)

Current Paper #37556 #69978 Distribution Complexity of Elec... #69971 Quantum-enhanced estimation of ... #69966 Schur--Horn bound on field-free... #69943 The moving Fermi polaron

External citation index: OpenAlex citation signal

Community Reactions

Quick sentiment from readers on this paper.

Score: 0
Likes: 0 Dislikes: 0

Sign in to react to this paper.

Discussion & Reviews (Moderated)

Average Rating: 0.0 / 5 (0 ratings)

No written reviews yet.