Machine learning in the quantum realm: The state-of-the-art, challenges, and future vision
Abstract Machine learning has become a ubiquitous and effective technique for data
processing and classification. Furthermore, due to the superiority and progress of quantum …
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 …
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
Chiral edge states are highly sought after as paradigmatic topological states relevant to both
quantum information processing and dissipationless electron transport. Using …
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 …
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
Quantum communication is a secure way to transfer quantum information and to
communicate with legitimate parties over distant places in a network. Although …
communicate with legitimate parties over distant places in a network. Although …
Experimental realization of controlled quantum teleportation of arbitrary qubit states via cluster states
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 …
state. Here, we present the novel protocols for controlling teleportation of the arbitrary two …
Toward pricing financial derivatives with an IBM quantum computer
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 …
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 …
promising exponential speedups beyond classical computing limits. IBM Quantum has led …
Implementing evolutionary optimization on actual quantum processors
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 …
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
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 …
sends a information to a receiver at a large distance through a quantum entangled channel …