Search Results for author: Hannah Petersen

Found 4 papers, 2 papers with code

An equation-of-state-meter of quantum chromodynamics transition from deep learning

no code implementations15 Jan 2018 Long-Gang Pang, Kai Zhou, Nan Su, Hannah Petersen, Horst Stöcker, Xin-Nian Wang

A primordial state of matter consisting of free quarks and gluons that existed in the early universe a few microseconds after the Big Bang is also expected to form in high-energy heavy-ion collisions.

An equation-of-state-meter of QCD transition from deep learning

no code implementations13 Dec 2016 Long-Gang Pang, Kai Zhou, Nan Su, Hannah Petersen, Horst Stöcker, Xin-Nian Wang

Supervised learning with a deep convolutional neural network is used to identify the QCD equation of state (EoS) employed in relativistic hydrodynamic simulations of heavy-ion collisions from the simulated final-state particle spectra $\rho(p_T,\Phi)$.

Deviations of the Energy-Momentum Tensor from Equilibrium in the Initial State for Hydrodynamics from Transport Approaches

1 code implementation18 Aug 2015 Dmytro Oliinychenko, Hannah Petersen

The sensitivity of $T^{\mu\nu}$ deviations from equilibrium to collision centrality, and other parameters such as the switching criterion, the amount of statistics used to construct the initial state, and the smearing parameter $\sigma$ is investigated.

Nuclear Theory High Energy Physics - Phenomenology

Particlization in hybrid models

1 code implementation15 Jun 2012 Pasi Huovinen, Hannah Petersen

In hybrid models, which combine hydrodynamical and transport approaches to describe different stages of heavy-ion collisions, conversion of fluid to individual particles, particlization, is a non-trivial technical problem.

Nuclear Theory High Energy Physics - Phenomenology Nuclear Experiment

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