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Scientific paper - Original scientific paper
Introduction and Analysis of a Method for the Investigation of QCD-like Tree Data
Entropy, 24 (2022), 1; 104. https://doi.org/10.3390/e24010104
Jerčić, Marko; Jerčić, Ivan; Poljak, Nikola

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Jerčić, M., Jerčić, I. & Poljak, N. (2022). Introduction and Analysis of a Method for the Investigation of QCD-like Tree Data. Entropy, 24. (1). doi: 10.3390/e24010104

Jerčić, Marko, et al. "Introduction and Analysis of a Method for the Investigation of QCD-like Tree Data." Entropy, vol. 24, no. 1, 2022. https://doi.org/10.3390/e24010104

Jerčić, Marko, Ivan Jerčić and Nikola Poljak. "Introduction and Analysis of a Method for the Investigation of QCD-like Tree Data." Entropy 24, no. 1 (2022). https://doi.org/10.3390/e24010104

Jerčić, M., Jerčić, I. and Poljak, N. (2022) 'Introduction and Analysis of a Method for the Investigation of QCD-like Tree Data', Entropy, 24(1). doi: 10.3390/e24010104

Jerčić M, Jerčić I, Poljak N. Introduction and Analysis of a Method for the Investigation of QCD-like Tree Data. Entropy [Internet]. 2022 January 09 [cited 2024 June 23];24(1). doi: 10.3390/e24010104

M. Jerčić, I. Jerčić and N. Poljak, "Introduction and Analysis of a Method for the Investigation of QCD-like Tree Data", Entropy, vol. 24, no. 1, January 2022. [Online]. Available at: https://urn.nsk.hr/urn:nbn:hr:217:508400. [Accessed: 23 June 2024]

Metadata
Title (english)Introduction and Analysis of a Method for the Investigation of QCD-like Tree Data
AuthorMarko Jerčić
AuthorIvan Jerčić
AuthorNikola Poljak
Author's institutionUniversity of Zagreb
Faculty of Science
(Department of Physics)
Scientific / art field,
discipline and subdiscipline		NATURAL SCIENCES
Physics
Abstract (english)
The properties of decays that take place during jet formation cannot be easily deduced from the final distribution of particles in a detector. In this work, we first simulate a system of particles with well-defined masses, decay channels, and decay probabilities. This presents the “true system” for which we want to reproduce the decay probability distributions. Assuming we only have the data that this system produces in the detector, we decided to employ an iterative method which uses a neural network as a classifier between events produced in the detector by the “true system” and some arbitrary “test system”. In the end, we compare the distributions obtained with the iterative method to the “true” distributions.
Keywords (english)
Languageenglish
Publication typeScientific paper - Original scientific paper
Publication statusPublished
Peer reviewPeer review - international
Publication versionPublished version
Journal titleEntropy
Numberingvol. 24, no. 1, 104
e-ISSN1099-4300
DOIhttps://doi.org/10.3390/e24010104
URN:NBNurn:nbn:hr:217:508400
Publication2022-01-09
ProjectNumber: IP-2018-01-4108
Title (croatian): Demistificiranje dvočestičnih korelacija u pp sudarima s nadograđenom komorom vremenske projekcije
Title (english): Demystification two particle correlations in pp collisions with the upgraded time projection chamber
Acronym: TPCwithTPC
Leader: Mirko Planinić
Jurisdiction: Croatia
Funding stream: IP
Document URLhttps://www.mdpi.com/1099-4300/24/1/104
Type of resourceText
Access conditionsOpen access
Terms of useLicence Attribution 4.0 International (CC BY 4.0) icon
Public note© 2022 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/). Received: 30 November 2021; Accepted: 6 January 2022; Published: 9 January 2022.
Created on2023-08-18 08:03:18