4 papers
3D Initial-State Dynamics across scales: A Comparative Study of saturation and string-based descriptions
Lucas Constantin, Oscar Garcia-Montero, Niklas Götz +1
We compare the longitudinal deposition of various conserved quantities in the initial condition models of a string based (SMASH) and a saturation based (McDipper) approach. SMASH h…
Collective effects in O-O and Ne-Ne collisions at =5.36 TeV from a hybrid approach
Lucas Constantin, Niklas Götz, Carl B. Rosenkvist +1
Many features of heavy-ion collisions are well described by hybrid approaches, where the droplet of strongly coupled quark gluon plasma (QGP) is modeled by hydrodynamics and the su…
Machine Learning Power Week 2023: Clustering in Hadronic Calorimeters
Muaz Al Halabi, Marcel Bajdel, Jeroen Peter Bormans +19
In both high-energy physics and industry applications, a crowd-sourced approach to difficult problems is becoming increasingly common. These innovative approaches are ideal for the…
Bayesian analysis of a (3+1)D hybrid approach with initial conditions from hadronic transport
Niklas Götz, Iurii Karpenko, Hannah Elfner
This study aims to apply statistical learning, specifically Bayesian inference, to the (3+1)D SMASH-vHLLE-hybrid model using initial conditions generated by the SMASH transport cod…