Improving the speed of variational quantum algorithms for quantum error correction

F Zoratti, G De Palma, B Kiani, QT Nguyen, M Marvian… - Physical Review A, 2023 - APS
We consider the problem of devising suitable quantum error correction (QEC) procedures for
a generic quantum noise acting on a quantum circuit. In general, there is no analytic …

Long-lived particles anomaly detection with parametrized quantum circuits

S Bordoni, D Stanev, T Santantonio, S Giagu - Particles, 2023 - mdpi.com
We investigate the possibility to apply quantum machine learning techniques for data
analysis, with particular regard to an interesting use-case in high-energy physics. We …

The Wasserstein distance of order 1 for quantum spin systems on infinite lattices

G De Palma, D Trevisan - Annales Henri Poincaré, 2023 - Springer
We propose a generalization of the Wasserstein distance of order 1 to quantum spin
systems on the lattice Z d, which we call specific quantum W 1 distance. The proposal is …

Architectural Patterns for Designing Quantum Artificial Intelligence Systems

M Klymenko, T Hoang, X Xu, Z Xing, M Usman… - arXiv preprint arXiv …, 2024 - arxiv.org
Utilising quantum computing technology to enhance artificial intelligence systems is
expected to improve training and inference times, increase robustness against noise and …

Quantum neural networks to detect entanglement transitions in quantum many-body systems

F El Ayachi, HA Mansour, M El Baz - Physica Scripta, 2024 - iopscience.iop.org
Quantum entanglement becomes increasingly complex to analyze in many-body systems
due to exponential growth in complexity with system size. In this work, we explore the …

Unclonability and quantum cryptanalysis: from foundations to applications

M Doosti - arXiv preprint arXiv:2210.17545, 2022 - arxiv.org
The impossibility of creating perfect identical copies of unknown quantum systems is a
fundamental concept in quantum theory and one of the main non-classical properties of …

Quantum Computing: A Software Engineering Approach

M Agrawal, A Jain, R Thorat… - Quantum Computing in …, 2023 - Wiley Online Library
Quantum computing (QC) and, to a greater extent, quantum technologies are changing the
world. In reality, QC is not an advancement of conventional computer science but rather a …

Modeling Noise in Quantum Computer and Optimization using Bayesian Optimization and Particle Swarm Optimization

A Singha - 2024 - oda.oslomet.no
The efficiency of quantum computations is significantly obstructed by quantum noise. This
leads to errors in quantum gate operations, state preparation, and measurements. In our …