Theory uncertainties of perturbative calculations

Estimating missing higher order terms with Bayesian inference

High-pT partonic rescattering

Modifications of energetic probes in nuclear environment

Effective Kinetic Theory

Simulating the non-equilibrium dynamics of QCD plasmas.

Chemical equilibration

Quark production in weakly coupled QCD plasma

Event-by-event pre-equilibrium evolution in hadron collisions


Self-similar evolution in far from equilibrium systems


Stochastic fluctuations in out-of-equilibrium systems

Machine learning in heavy-ion collisions

Analysing harmonic flows using Principal Component Analysis

Hadron formation and resonance decays

Fluid to hadron conversion in heavy-ion models