This paper introduces basic concepts of annealing-based quantum computing, also known
as adiabatic quantum computing (AQC) and quantum annealing (QA), and surveys what is …

In this mini-review, we introduce and summarize research from the Quantum Technologies
Group (QTG) at Carnegie Mellon University related to computational experience with …

We analyse the method of encoding pairwise interactions of higher-than-binary discrete
variables (these models are sometimes referred to as discrete quadratic models) into binary …

Many NP-hard combinatorial optimization (CO) problems can be cast as a quadratic
unconstrained binary optimization model, which maps naturally to an Ising model. The final …

Abstract Accepted by: Aris Syntetos Can mathematical research from a business school
professor that is published in academic journals also substantially improve actual industrial …

Recent years have seen significant advances in quantum/quantum-inspired technologies
capable of approximately searching for the ground state of Ising spin Hamiltonians. The …

Early diagnosis of pneumonia is crucial to increase the chances of survival and reduce the
recovery time of the patient. Chest X-ray images, the most widely used method in practice …

Recent years have seen significant advances in quantum/quantum-inspired technologies
capable of approximately searching for the ground state of Ising spin Hamiltonians. The …

Quantum annealing (QA) can be used to quickly obtain near-optimal solutions for quadratic
unconstrained binary optimization (QUBO) problems. In QA hardware, each decision …

This work proposes and analyzes a methodology for finding least-squares solutions to the
systems of polynomial equations. Systems of polynomial equations are ubiquitous in …