Machine learning approaches to the QCD transition

Andrea Palermo, Lucio Anderlini, Maria Paola Lombardo +2

We study the high temperature transition in pure $SU(3)$ gauge theory and in full QCD with 3D-convolutional neural networks trained as parts of either unsupervised or semi-supervis…