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Identification of light leptons and pions in the electromagnetic calorimeter of Belle II
ID
Novosel, Anja
(
Author
),
ID
Charan, Abtin Narimani
(
Author
),
ID
Šantelj, Luka
(
Author
),
ID
Ferber, Torben
(
Author
),
ID
Križan, Peter
(
Author
),
ID
Golob, Boštjan
(
Author
)
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https://www.sciencedirect.com/science/article/pii/S0168900223006204
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Abstract
The paper discusses new method for electron/pion and muon/pion separation in the Belle II detector at transverse momenta below 0.7 GeV/c, which is essential for efficient measurements of semi-leptonic decays of $B$ mesons with tau lepton in the final state. The method is based on the analysis of patterns in the electromagnetic calorimeter by using a Convolutional Neural Network (CNN).
Language:
English
Keywords:
electromagnetic calorimeter
,
particle identification
,
convolutional neural network
Work type:
Article
Typology:
1.01 - Original Scientific Article
Organization:
FMF - Faculty of Mathematics and Physics
Publication status:
Published
Publication version:
Version of Record
Year:
2023
Number of pages:
3 str.
Numbering:
Vol. 1056, art. 168630
PID:
20.500.12556/RUL-159153
ISSN on article:
0168-9002
DOI:
10.1016/j.nima.2023.168630
COBISS.SI-ID:
200863747
Publication date in RUL:
02.07.2024
Views:
200
Downloads:
31
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Record is a part of a journal
Title:
Nuclear instruments and methods in physics research. Section A, Accelerators, spectrometers, detectors and associated equipment
Shortened title:
Nucl. instrum, methods phys res., Sect. A, Accel.
Publisher:
Elsevier
ISSN:
0168-9002
COBISS.SI-ID:
2289668
Licences
License:
CC BY 4.0, Creative Commons Attribution 4.0 International
Link:
http://creativecommons.org/licenses/by/4.0/
Description:
This is the standard Creative Commons license that gives others maximum freedom to do what they want with the work as long as they credit the author.
Secondary language
Language:
Slovenian
Keywords:
jedrska fizika
,
fizika osnovnih delcev
,
identifikacija delcev
,
detektorji delcev
Projects
Funder:
EC - European Commission
Funding programme:
H2020
Project number:
884719
Name:
Flavour Anomalies with advanced particle Identification MEthods
Acronym:
FAIME
Funder:
Other - Other funder or multiple funders
Funding programme:
Germany, BMBF
Funder:
Other - Other funder or multiple funders
Funding programme:
Germany, DFG
Funder:
Other - Other funder or multiple funders
Funding programme:
Germany, HGF
Funder:
ARRS - Slovenian Research Agency
Project number:
J1-9124
Name:
Napredne metode za identifikacijo hadronov pri eksperimentu Belle II
Funder:
ARRS - Slovenian Research Agency
Project number:
J1-4358
Name:
Detektorji obročev Čerenkova za naslednjo generacijo eksperimentov
Funder:
ARRS - Slovenian Research Agency
Project number:
P1-0135
Name:
Eksperimentalna fizika osnovnih delcev
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