Quantum algorithms for scientific computing

R Au-Yeung, B Camino, O Rathore… - Reports on Progress in …, 2024 - iopscience.iop.org
Quantum computing promises to provide the next step up in computational power for diverse
application areas. In this review, we examine the science behind the quantum hype, and the …

A Multilevel Approach For Solving Large-Scale QUBO Problems With Noisy Hybrid Quantum Approximate Optimization

FB Maciejewski, BG Bach, M Dupont, PA Lott… - arXiv preprint arXiv …, 2024 - arxiv.org
Quantum approximate optimization is one of the promising candidates for useful quantum
computation, particularly in the context of finding approximate solutions to Quadratic …

An Improved Quantum Particle Swarm Optimization Algorithm for Target Tracking Deployment in Spatial Sensor Networks

L Liu, X Fan - Journal of Internet Technology, 2024 - jit.ndhu.edu.tw
This paper presents a comprehensive review of the current research on spatial sensor
networks and the node deployment methods employed for mobile target tracking. The study …

SQMS Quantum R&D in Machine Learning, Optimization and Sensing beyond Fundamental Physics Applications

D Venturelli, A Lupascu, M Dupont, T Roy… - 2024 - osti.gov
This newly formed team at SQMS under the Ecosystem Thrust is looking to develop
capabilities impacting societal advances outside the core domain of HEP and condensed …