A quantum computing view on unitary coupled cluster theory

A Anand, P Schleich, S Alperin-Lea… - Chemical Society …, 2022 - pubs.rsc.org
We present a review of the Unitary Coupled Cluster (UCC) ansatz and related ansätze
which are used to variationally solve the electronic structure problem on quantum …

Recent advances for quantum neural networks in generative learning

J Tian, X Sun, Y Du, S Zhao, Q Liu… - … on Pattern Analysis …, 2023 - ieeexplore.ieee.org
Quantum computers are next-generation devices that hold promise to perform calculations
beyond the reach of classical computers. A leading method towards achieving this goal is …

Simulating many-body systems with a projective quantum eigensolver

NH Stair, FA Evangelista - PRX Quantum, 2021 - APS
We present a new hybrid quantum-classical algorithm for optimizing unitary coupled-cluster
(UCC) wave functions deemed the projective quantum eigensolver (PQE), amenable to near …

Quantum-inspired algorithm for direct multi-class classification

R Giuntini, F Holik, DK Park, H Freytes, C Blank… - Applied Soft …, 2023 - Elsevier
Over the last few decades, quantum machine learning has emerged as a groundbreaking
discipline. Harnessing the peculiarities of quantum computation for machine learning tasks …

Quantum simulations of fermionic hamiltonians with efficient encoding and ansatz schemes

B Huang, N Sheng, M Govoni… - Journal of Chemical Theory …, 2023 - ACS Publications
We propose a computational protocol for quantum simulations of fermionic Hamiltonians on
a quantum computer, enabling calculations on spin defect systems which were previously …

Optimizing shot assignment in variational quantum eigensolver measurement

L Zhu, S Liang, C Yang, X Li - Journal of Chemical Theory and …, 2024 - ACS Publications
Variational quantum eigensolvers (VQEs) show promise for tackling complex quantum
chemistry challenges and realizing quantum advantages. However, in VQE, the …

TenCirChem: An efficient quantum computational chemistry package for the NISQ era

W Li, J Allcock, L Cheng, SX Zhang… - Journal of Chemical …, 2023 - ACS Publications
TenCirChem is an open-source Python library for simulating variational quantum algorithms
for quantum computational chemistry. TenCirChem shows high-performance in the …

Probing Quantum Efficiency: Exploring System Hardness in Electronic Ground State Energy Estimation

S Choi, I Loaiza, RA Lang… - Journal of Chemical …, 2024 - ACS Publications
We consider the question of how correlated the system hardness is between classical
algorithms of electronic structure theory in ground state estimation and quantum algorithms …

Pre-optimizing variational quantum eigensolvers with tensor networks

A Khan, BK Clark, NM Tubman - arXiv preprint arXiv:2310.12965, 2023 - arxiv.org
The variational quantum eigensolver (VQE) is a promising algorithm for demonstrating
quantum advantage in the noisy intermediate-scale quantum (NISQ) era. However …

A new “gold standard”: Perturbative triples corrections in unitary coupled cluster theory and prospects for quantum computing

ZW Windom, D Claudino, RJ Bartlett - The Journal of Chemical Physics, 2024 - pubs.aip.org
A major difficulty in quantum simulation is the adequate treatment of a large collection of
entangled particles, synonymous with electron correlation in electronic structure theory, with …