works on
bayesian inference 1deep learning 1heavy-ion collisions 1initial state modeling 1QCD matter properties 1viscous hydrodynamics 1

From the 1 of 1 linked paper with an AI index.

collaborators

1 paper

hep-ph2026

Neural network enhanced Bayesian global analysis of relativistic heavy ion collisions

Jussi Auvinen, Kari J. Eskola, Henry Hirvonen +1

The paper presents a deep convolutional neural network that emulates costly viscous hydrodynamic simulations, enabling a Bayesian global analysis of bulk observables from relativis…