[HTML][HTML] The variational quantum eigensolver: a review of methods and best practices

J Tilly, H Chen, S Cao, D Picozzi, K Setia, Y Li, E Grant… - Physics Reports, 2022 - Elsevier
The variational quantum eigensolver (or VQE), first developed by Peruzzo et al.(2014), has
received significant attention from the research community in recent years. It uses the …

Tensor networks for quantum machine learning

HM Rieser, F Köster, AP Raulf - Proceedings of the …, 2023 - royalsocietypublishing.org
Once developed for quantum theory, tensor networks (TNs) have been established as a
successful machine learning (ML) paradigm. Now, they have been ported back to the …

Optimizing resource efficiencies for scalable full-stack quantum computers

M Fellous-Asiani, JH Chai, Y Thonnart, HK Ng… - PRX Quantum, 2023 - APS
In the race to build scalable quantum computers, minimizing the resource consumption of
their full stack to achieve a target performance becomes crucial. It mandates a synergy of …

Entanglement entropy production in quantum neural networks

M Ballarin, S Mangini, S Montangero… - Quantum, 2023 - quantum-journal.org
Abstract Quantum Neural Networks (QNN) are considered a candidate for achieving
quantum advantage in the Noisy Intermediate Scale Quantum computer (NISQ) era. Several …

Strong simulation of linear optical processes

N Heurtel, S Mansfield, J Senellart, B Valiron - Computer Physics …, 2023 - Elsevier
In this paper, we provide an algorithm and general framework for the simulation of photons
passing through linear optical interferometers. Given n photons at the input of an m-mode …

Quantum-Inspired Sensitive Data Measurement and Secure Transmission in 5G-Enabled Healthcare Systems

X Lv, S Rani, S Manimurugan… - Tsinghua Science and …, 2024 - ieeexplore.ieee.org
The exponential advancement witnessed in 5G communication and quantum computing has
presented unparalleled prospects for safeguarding sensitive data within healthcare …

Opportunities for quantum computing within net-zero power system optimization

T Morstyn, X Wang - Joule, 2024 - cell.com
Optimized power system planning and operation are core to delivering a low-cost and high-
reliability transition path to net-zero carbon emissions. The major technological changes …

Time-optimal control of a solid-state spin amidst dynamical quantum wind

Y Dong, W Jiang, XD Gao, C Yu, Y Liu… - npj Quantum …, 2024 - nature.com
Time-optimal control holds promise across the full spectrum of quantum technologies, where
the rapid generation of unitary gates and state transformations is crucial to mitigate …

The service trade with AI and energy efficiency: Multiplier effect of the digital economy in a green city by using quantum computation based on QUBO modeling

D Huo, W Gu, D Guo, A Tang - Energy Economics, 2024 - Elsevier
This research examines the energy efficiency of city districts through the Malmquist–DEA
model and investigates the spatial effects of the service trade and the digital economy on …

Quantum dynamics for energetic advantage in a charge-based classical full adder

JP Moutinho, M Pezzutto, SS Pratapsi, FF da Silva… - PRX Energy, 2023 - APS
We present a proposal for a one-bit full adder to process classical information based on a
few electrons in a triple quantum dot system, serving as a proof of principle for the …