2 papers
hep-lat2026
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…
hep-ph2026
Goldstone bosons across thermal phase transitions
Peter Lowdon, Owe Philipsen
Temperature has a significant effect on the properties of quantum field theories (QFTs) with a spontaneously broken symmetry, in particular on the massless Goldstone bosons that ex…