Prediction and compression of lattice QCD data using machine learning algorithms on quantum annealer

Boram Yoon, Chia Cheng Chang, Garrett T. Kenyon +2

We present regression and compression algorithms for lattice QCD data utilizing the efficient binary optimization ability of quantum annealers. In the regression algorithm, we enco…