24 citations
2 papers
nucl-th2022★ 1 cited
A Chiral Mean-Field Equation-of-State in UrQMD: Effects on the Heavy Ion Compression Stage
Manjunath Omana Kuttan, Anton Motornenko, Jan Steinheimer +3
It is shown that the initial compression in central heavy ion collisions at beam energies of ~GeV depends dominantly on the underlying equation of state and o…
hep-ph2021★ 24 cited
An equation-of-state-meter for CBM using PointNet
Manjunath Omana Kuttan, Kai Zhou, Jan Steinheimer +2
A novel method for identifying the nature of QCD transitions in heavy-ion collision experiments is introduced. PointNet based Deep Learning (DL) models are developed to classify th…