Principal component analysis of event-by-event fluctuations
Nuclear Theory
2015-04-20 v2 High Energy Physics - Phenomenology
Nuclear Experiment
Abstract
We apply principal component analysis to the study of event-by-event fluctuations in relativistic heavy-ion collisions. This method brings out all the information contained in two-particle correlations in a physically transparent way. We present a guide to the method, and apply it to multiplicity fluctuations and anisotropic flow, using ALICE data and simulated events. In particular, we study elliptic and triangular flow fluctuations as a function of transverse momentum and rapidity. This method reveals previously unknown subleading modes in both rapidity and transverse momentum for the momentum distribution as well as elliptic and triangular flows.
Keywords
Cite
@article{arxiv.1410.7739,
title = {Principal component analysis of event-by-event fluctuations},
author = {Rajeev S. Bhalerao and Jean-Yves Ollitrault and Subrata Pal and Derek Teaney},
journal= {arXiv preprint arXiv:1410.7739},
year = {2015}
}
Comments
6 pages, revised