Identifying the nature of the QCD transition in relativistic collision of heavy nuclei with deep learning

Yi-Lun Du, Kai Zhou, Jan Steinheimer +5

Using deep convolutional neural network (CNN), the nature of the QCD transition can be identified from the final-state pion spectra from hybrid model simulations of heavy-ion colli…