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Proceedings 2019, 10(1), 5; https://doi.org/10.3390/proceedings2019010005

Testing a Best-Fit Hydrodynamical Model Using PCA

1
Instituto de Física Gleb Wataghin, Universidade Estadual de Campinas, R. Sérgio Buarque de Holanda, 777, Campinas 13083-859, Brazil
2
Instituto de Física, Universidade de São Paulo, R. do Matão, 1371, São Paulo 05508-090, Brazil
3
Present Address: Centro de Ciências Físicas e Matemáticas, Universidade Federal de Santa Catarina, Campus Universitário Reitor João David Ferreira Lima, Florianópolis 88040-900, Brazil
*
Author to whom correspondence should be addressed.
Presented at Hot Quarks 2018—Workshop for young scientists on the physics of ultrarelativistic nucleus-nucleus collisions, Texel, The Netherlands, 7–14 September 2018
Published: 10 April 2019
PDF [256 KB, uploaded 10 April 2019]

Abstract

Recently, a comprehensive Bayesian analysis was performed to simultaneously extract the values of a number of hydrodynamic parameters necessary for compatibility with a limited set of experimental data from the LHC. In this work, this best-fit model is tested against newly measured experimental flow results not included in the original work, namely the principal components of the two-particle correlation matrix in transverse momentum. The results from simulations show a good numerical agreement with data obtained by the CMS Collaboration.
Keywords: heavy-ion collisions; quark-gluon plasma; relativistic fluid dynamics; principal component analysis heavy-ion collisions; quark-gluon plasma; relativistic fluid dynamics; principal component analysis
This is an open access article distributed under the Creative Commons Attribution License which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited (CC BY 4.0).
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Silva, T.N.; Chinellato, D.D.; Souza, R.D.; Hippert, M.; Luzum, M.; Noronha, J.; Takahashi, J. Testing a Best-Fit Hydrodynamical Model Using PCA. Proceedings 2019, 10, 5.

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