638 citations · 1.4k across the 31 of their papers we have counts for
32 papers
A machine learning approach to the classification of phase transitions in many flavor QCD
Frithjof Karsch, Anirban Lahiri, Marius Neumann +1
Normalizing flows are generative machine learning models which can efficiently approximate probability distributions, using only given samples of a distribution. This architecture…
Towards the chiral phase transition in the Roberge-Weiss plane
F. Cuteri, J. Goswami, F. Karsch +5
We discuss the interplay between chiral and center sector phase transitions that occur in QCD with an imaginary quark chemical potential . Based on a finite size sc…
Critical behavior towards the chiral limit at vanishing and non-vanishing chemical potentials
Olaf Kaczmarek, Frithjof Karsch, Anirban Lahiri +4
We study the scaling behavior of the (2+1)-flavor QCD crossover region towards the chiral limit with smaller-than-physical light quark mass gauge ensembles, generated using the HIS…
Aspects of finite temperature QCD towards the chiral limit
Anirban Lahiri
QCD under extreme conditions has been studied for a long time, and the chiral limit has been a grey area mostly. In this write-up of my talk, I review some of the recent developmen…
Lattice QCD at Imaginary Chemical Potential in the Chiral Limit
D. A. Clarke, Jishnu Goswami, F. Karsch +3
We report on an ongoing study on the interplay between Roberge-Weiss (RW) and chiral transitions in simulations of (2+1)-flavor QCD with an imaginary chemical potential. We establi…
Imprint of chiral symmetry restoration on the Polyakov loop and the heavy quark free energy
David Anthony Clarke, Olaf Kaczmarek, Frithjof Karsch +2
The Polyakov loop expectation value is an order parameter of the deconfinement transition in the heavy quark mass regime, whereas its sensitivity to the deconfin…