Principal Component Analyses of Final States in Relativistic Nuclear Collisions using PYTHIA/Angantyr
(2020) FYTK02 20201Theoretical Particle Physics - Undergoing reorganization
- Abstract
- We develop a program to perform a principal component analysis of flow fluctuations using simulations of nuclear collisions produced by the PYTHIA/Angantyr event generator. We consider both p+p and p+Pb collision events and study the leading and subleading modes of the second flow harmonic. The analysis is carried out using two different definitions of the flow matrix which differ in their sensitivity to multiplicity fluctuations. We also study the effect on the flow fluctuations of two collective mechanisms modeled by Angantyr: string shoving and colour reconnection.
- Popular Abstract
- At the two particle accelerators located in New York and Switzerland, the Relativis- tic Heavy Ion Collider (RHIC) and the Large Hadron Collider (LHC), respectively, experiments are conducted in which atomic nuclei are collided at ultra-relativistic velocities. The aim of these experiments is to study nuclear matter under extreme conditions, i.e. extreme high temperatures and energy densities, similar to the con- ditions of our Universe shortly after its birth.
A particularly interesting result of these experiments is the observation of a collective, fluid-like motion known as flow [13][16][29]. The two colliding nuclei can each be thought of as a thin disk, and they can collide in such a way that the overlapping area forms an almond-like... (More) - At the two particle accelerators located in New York and Switzerland, the Relativis- tic Heavy Ion Collider (RHIC) and the Large Hadron Collider (LHC), respectively, experiments are conducted in which atomic nuclei are collided at ultra-relativistic velocities. The aim of these experiments is to study nuclear matter under extreme conditions, i.e. extreme high temperatures and energy densities, similar to the con- ditions of our Universe shortly after its birth.
A particularly interesting result of these experiments is the observation of a collective, fluid-like motion known as flow [13][16][29]. The two colliding nuclei can each be thought of as a thin disk, and they can collide in such a way that the overlapping area forms an almond-like shape rather than a full circle. A consequence of this geometry is that the density gradients are larger along the short axis of the “almond” than the long axis. This means that particles emitted along the short axis are “pushed” with greater force than particles travelling along the almond’s long axis, leading to more momentum being produced in the former direction than in the latter. This phenomenon can be observed using particle detectors and is known as anisotropic flow.
Flow is conventionally interpreted as the signature of a quark-gluon plasma (QGP), an extremely hot and dense state of matter, often envisioned as a ”soup” of quarks and gluons, which are some of the most elementary particles we know of. According to the Big Bang Theory, our Universe existed in this state during the first few microseconds. It is therefore an exceptionally interesting state of matter to study. However, it still remains to be properly explored whether observables such as flow can be explained without a QGP.
Simulations of heavy-ion collisions provide a tool to probe the properties of the system by comparing the results to experimental data. The programs that simulate these events are known as event generators. The PYTHIA event generator [28], developed at Lund University, is based on a microscopic model of particle interactions and does not assume that the system reaches a state of QGP. This makes it a valuable tool for testing whether we have truly created a QGP in heavy- ion collisions.
In this project, a tool will be developed to provide a detailed flow-analysis of the final-state particles produced in PYTHIA simulations of relativistic nuclear col- lisions. The analysis will enable detailed comparisons of these simulations with cor- responding experimental measurements. The purpose of this project is to expand the tool-box for future research to be done in this field. (Less)
Please use this url to cite or link to this publication:
http://lup.lub.lu.se/student-papers/record/9022500
- author
- Hemme, Nicoline Krogh LU
- supervisor
- organization
- alternative title
- Principalkomponentanalyser av finala tillstånd i relativistiska kärnkollisioner med hjälp av PYTHIA/Angantyr.
- course
- FYTK02 20201
- year
- 2020
- type
- M2 - Bachelor Degree
- subject
- keywords
- Relativistic Nuclear Collisions, Heavy-ion Collisions, Pythia, Angantyr, String Shoving, Colour Reconnection, Principal Component Analysis, Anisotropic Flow, Elliptic Flow, Event-by-event Fluctuations
- language
- English
- id
- 9022500
- date added to LUP
- 2020-06-30 10:57:54
- date last changed
- 2020-06-30 10:57:54
@misc{9022500, abstract = {{We develop a program to perform a principal component analysis of flow fluctuations using simulations of nuclear collisions produced by the PYTHIA/Angantyr event generator. We consider both p+p and p+Pb collision events and study the leading and subleading modes of the second flow harmonic. The analysis is carried out using two different definitions of the flow matrix which differ in their sensitivity to multiplicity fluctuations. We also study the effect on the flow fluctuations of two collective mechanisms modeled by Angantyr: string shoving and colour reconnection.}}, author = {{Hemme, Nicoline Krogh}}, language = {{eng}}, note = {{Student Paper}}, title = {{Principal Component Analyses of Final States in Relativistic Nuclear Collisions using PYTHIA/Angantyr}}, year = {{2020}}, }