cond-mat.dis-nn, cond-mat.stat-mech, cs.AI, cs.LG, physics.comp-ph

Demonstrating Real Advantage of Machine-Learning-Enhanced Monte Carlo for Combinatorial Optimization

arXiv:2510.19544v2 Announce Type: replace-cross
Abstract: Combinatorial optimization problems are central to both practical applications and the development of optimization methods. While classical and quantum algorithms have been refined over decades…