Cargando…

A regression algorithm for accelerated lattice QCD that exploits sparse inference on the D-Wave quantum annealer

We propose a regression algorithm that utilizes a learned dictionary optimized for sparse inference on a D-Wave quantum annealer. In this regression algorithm, we concatenate the independent and dependent variables as a combined vector, and encode the high-order correlations between them into a dict...

Descripción completa

Detalles Bibliográficos
Autores principales: Nguyen, Nga T. T., Kenyon, Garrett T., Yoon, Boram
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7331725/
https://www.ncbi.nlm.nih.gov/pubmed/32616787
http://dx.doi.org/10.1038/s41598-020-67769-x