4 papers
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…
On the phase structure of massless many-flavour QCD with staggered fermions
Jan Philipp Klinger, Reinhold Kaiser, Owe Philipsen +1
When the number of massless fermions exceeds a critical value , QCD enters the conformal window and becomes chirally symmetric already in the vacuum. Determining fro…
Lattice Monte Carlo meets lattice functional Renormalization Group: A quantitative comparison
Niklas Zorbach, Jan Philipp Klinger, Owe Philipsen +1
Lattice Monte Carlo (MC) simulations and the functional Renormalization Group (RG) are powerful approaches that allow for quantitative studies of non-perturbative phenomena such as…
The order of the chiral phase transition in massless many-flavour lattice QCD
Jan Philipp Klinger, Reinhold Kaiser, Owe Philipsen
The nature of the QCD phase transition in the chiral limit presents a challenging problem for lattice QCD. However, its study provides constraints on the phase diagram at the physi…