Quantum machine learning on near-term quantum devices: Current state of supervised and unsupervised techniques for real-world applications
The past decade has witnessed significant advancements in quantum hardware,
encompassing improvements in speed, qubit quantity, and quantum volume—a metric …
encompassing improvements in speed, qubit quantity, and quantum volume—a metric …
A quantum computing implementation of nuclearelectronic orbital (NEO) theory: Toward an exact pre-Born–Oppenheimer formulation of molecular quantum systems
Nuclear quantum phenomena beyond the Born–Oppenheimer approximation are known to
play an important role in a growing number of chemical and biological processes. While …
play an important role in a growing number of chemical and biological processes. While …
Quantum generative adversarial networks for anomaly detection in high energy physics
The standard model (SM) of particle physics represents a theoretical paradigm for the
description of the fundamental forces of nature. Despite its broad applicability, the SM does …
description of the fundamental forces of nature. Despite its broad applicability, the SM does …
Multi-variable integration with a variational quantum circuit
JM Cruz Martinez, M Robbiati… - Quantum Science and …, 2023 - iopscience.iop.org
In this work we present a novel strategy to evaluate multi-variable integrals with quantum
circuits. The procedure first encodes the integration variables into a parametric circuit. The …
circuits. The procedure first encodes the integration variables into a parametric circuit. The …
arXiv: Multi-variable integration with a variational quantum circuit
JM Cruz-Martinez, M Robbiati, S Carrazza - 2023 - cds.cern.ch
In this work we present a novel strategy to evaluate multi-variable integrals with quantum
circuits. The procedure first encodes the integration variables into a parametric circuit. The …
circuits. The procedure first encodes the integration variables into a parametric circuit. The …
[PDF][PDF] Automatic Discovery of Kernels for Quantum Anomaly Detection
Quantum Computing stands out as one of the most popular research fields poised to
revolutionize our society and industry. Despite our current quantum devices being in the …
revolutionize our society and industry. Despite our current quantum devices being in the …