Combinatorial Optimization with Physics-Inspired Graph Neural Networks

Martin J. A. Schuetz, J. Kyle Brubaker, Helmut G. Katzgraber

Combinatorial optimization problems are pervasive across science and industry. Modern deep learning tools are poised to solve these problems at unprecedented scales, but a unifying…