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Local, expressive, quantum-number-preserving VQE ansätze for fermionic systems

Authors :
Gian-Luca R Anselmetti
David Wierichs
Christian Gogolin
Robert M Parrish
Source :
New Journal of Physics, Vol 23, Iss 11, p 113010 (2021)
Publication Year :
2021
Publisher :
IOP Publishing, 2021.

Abstract

We propose VQE circuit fabrics with advantageous properties for the simulation of strongly correlated ground and excited states of molecules and materials under the Jordan–Wigner mapping that can be implemented linearly locally and preserve all relevant quantum numbers: the number of spin up ( α ) and down ( β ) electrons and the total spin squared. We demonstrate that our entangler circuits are expressive already at low depth and parameter count, appear to become universal, and may be trainable without having to cross regions of vanishing gradient, when the number of parameters becomes sufficiently large and when these parameters are suitably initialized. One particularly appealing construction achieves this with just orbital rotations and pair exchange gates. We derive optimal four-term parameter shift rules for and provide explicit decompositions of our quantum number preserving gates and perform numerical demonstrations on highly correlated molecules on up to 20 qubits.

Details

Language :
English
ISSN :
13672630
Volume :
23
Issue :
11
Database :
Directory of Open Access Journals
Journal :
New Journal of Physics
Publication Type :
Academic Journal
Accession number :
edsdoj.f422a67b7e424657b8bf50837835e147
Document Type :
article
Full Text :
https://doi.org/10.1088/1367-2630/ac2cb3