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7 papers · 2 filters
A Gaussian Process Generative Model for QCD Equation of State
Jiaxuan Gong, Hendrik Roch, Chun Shen
We develop a generative model for the nuclear matter equation of state at zero net baryon density using the Gaussian Process Regression method. We impose first-principles theoretic…
Bayesian analysis of (3+1)D relativistic nuclear dynamics with the RHIC beam energy scan data
Syed Afrid Jahan, Hendrik Roch, Chun Shen
This work presents a Bayesian inference study for relativistic heavy-ion collisions in the Beam Energy Scan program at the Relativistic Heavy-Ion Collider. The theoretical model si…
Comparing matching prescriptions between pre-equilibrium and hydrodynamic models in high-energy nuclear collisions
Nicolas Borghini, Renata Krupczak, Hendrik Roch
State-of-the-art simulations of high-energy nuclear collisions rely on hybrid setups, involving in particular a pre-equilibrium stage to let the system evolve from a far-from-equil…
On model emulation and closure tests for 3+1D relativistic heavy-ion collisions
Hendrik Roch, Syed Afrid Jahan, Chun Shen
In nuclear and particle physics, reconciling sophisticated simulations with experimental data is vital for understanding complex systems like the Quark Gluon Plasma (QGP) generated…
Statistical analysis of the fluctuations of an initial-state model with independently distributed hot spots
Nicolas Borghini, Hendrik Roch, Alicia Schütte
We determine the uncorrelated modes that characterize the fluctuations in a semi-realistic model for the initial state of high-energy nuclear collisions, consisting of hot spots wh…
System size and shape dependences of collective flow fluctuations in relativistic nuclear collisions
Xinrong Chen, Xiang-Yu Wu, Shanshan Cao +1
Quantum fluctuations plays an essential role in forming the collective flow of hadrons observed in relativistic heavy-ion collisions. Event-by-event fluctuations of the collective…