Machine learning in the quantum realm: The state-of-the-art, challenges, and future vision

EH Houssein, Z Abohashima, M Elhoseny… - Expert Systems with …, 2022 - Elsevier
Abstract Machine learning has become a ubiquitous and effective technique for data
processing and classification. Furthermore, due to the superiority and progress of quantum …

NISQ computers: a path to quantum supremacy

M AbuGhanem, H Eleuch - IEEE Access, 2024 - ieeexplore.ieee.org
The quest for quantum advantage, wherein quantum computers surpass the computational
capabilities of classical computers executing state-of-the-art algorithms on well-defined …

Simulation of interaction-induced chiral topological dynamics on a digital quantum computer

JM Koh, T Tai, CH Lee - Physical Review Letters, 2022 - APS
Chiral edge states are highly sought after as paradigmatic topological states relevant to both
quantum information processing and dissipationless electron transport. Using …

Quantum machine learning and quantum biomimetics: A perspective

L Lamata - Machine Learning: Science and Technology, 2020 - iopscience.iop.org
Quantum machine learning has emerged as an exciting and promising paradigm inside
quantum technologies. It may permit, on the one hand, to carry out more efficient machine …

Demonstration of entanglement purification and swap** protocol to design quantum repeater in IBM quantum computer

BK Behera, S Seth, A Das, PK Panigrahi - Quantum Information …, 2019 - Springer
Quantum communication is a secure way to transfer quantum information and to
communicate with legitimate parties over distant places in a network. Although …

Experimental realization of controlled quantum teleportation of arbitrary qubit states via cluster states

A Kumar, S Haddadi, MR Pourkarimi, BK Behera… - Scientific Reports, 2020 - nature.com
Controlled quantum teleportation involves a third party as a controller for the teleportation of
state. Here, we present the novel protocols for controlling teleportation of the arbitrary two …

Toward pricing financial derivatives with an IBM quantum computer

A Martin, B Candelas, Á Rodríguez-Rozas… - Physical Review …, 2021 - APS
Pricing interest-rate financial derivatives is a major problem in finance, in which it is crucial
to accurately reproduce the time evolution of interest rates. Several stochastic dynamics …

IBM quantum computers: Evolution, performance, and future directions

M AbuGhanem - arxiv preprint arxiv:2410.00916, 2024 - arxiv.org
Quantum computers represent a transformative frontier in computational technology,
promising exponential speedups beyond classical computing limits. IBM Quantum has led …

Implementing evolutionary optimization on actual quantum processors

G Acampora, A Vitiello - Information Sciences, 2021 - Elsevier
This paper introduces a new evolutionary algorithm with the support of an actual quantum
processor, a computing device which uses phenomena from quantum mechanics to enable …

Experimental realization of quantum teleportation of an arbitrary two-qubit state using a four-qubit cluster state

SK Rajiuddin, A Baishya, BK Behera… - Quantum Information …, 2020 - Springer
Quantum teleportation is extensively used in quantum communication where a sender
sends a information to a receiver at a large distance through a quantum entangled channel …