Testing machine-learned distributions against Monte Carlo data for the QCD chiral phase transition

Reinhold Kaiser, Frithjof Karsch, Jan Philipp Klinger +3

We demonstrate that conditional Masked Autoregressive Flows constitute a flexible interpolation tool for lattice QCD observables, conditioned on bare lattice parameters. As a bench…