44 citations · 99 across the 4 of their papers we have counts for
4 papers
Computational Overhead of Locality Reduction in Binary Optimization Problems
Elisabetta Valiante, Maritza Hernandez, Amin Barzegar +1
Recently, there has been considerable interest in solving optimization problems by mapping these onto a binary representation, sparked mostly by the use of quantum annealing machin…
A Quantum-Inspired Method for Three-Dimensional Ligand-Based Virtual Screening
Maritza Hernandez, Guo Liang Gan, Kirby Linvill +3
Measuring similarity between molecules is an important part of virtual screening (VS) experiments deployed during the early stages of drug discovery. Most widely used methods for e…
Enhancing Quantum Annealing Performance for the Molecular Similarity Problem
Maritza Hernandez, Maliheh Aramon
Quantum annealing is a promising technique which leverages quantum mechanics to solve hard optimization problems. Considerable progress has been made in the development of a physic…
A Novel Graph-based Approach for Determining Molecular Similarity
Maritza Hernandez, Arman Zaribafiyan, Maliheh Aramon +1
In this paper, we tackle the problem of measuring similarity among graphs that represent real objects with noisy data. To account for noise, we relax the definition of similarity u…