Belle II Document Server 6 records found  Search took 0.03 seconds. 
1. Improved Particle Identification with the Belle II Calorimeter Using Machine Learning / Abtin Narimani Charan ; Torben Ferber [BELLE2-PTHESIS-2024-002] Presented on 09 02 2024 PhD
2024
Deutsches Elektronen-Synchrotron DESY / Hamburg
This dissertation revolves around the utilization of Convolutional Neural Networks (CNNs) to advance Particle Identification (PID) within the Belle II Electromagnetic Calorimeter (ECL). [...]
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2. Machine learning-based lepton identification with the Belle II electromagnetic calorimeter / M. Milesi ; M. Hohmann ; P. Urquijo ; A. Narimani Charan ; et al [BELLE2-PUB-TE-2022-001]
20 October 2022

We present a new model for lepton identification with the Belle II electromagnetic calorimeter (ECL) [...]
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3. Identification of pions and muons with the Belle II calorimeter using convolutional neural network / Abtin Narimani Charan ; Torben Ferber [BELLE2-TALK-CONF-2022-024] 12 minutes
23 March 2022
/ DPG Spring Meeting
The Belle II experiment is located at the asymmetric SuperKEKB e+e- collider in Tsukuba, Japan. [...]
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4. Particle identification with the Belle II calorimeter using machine learning / Abtin Narimani Charan [BELLE2-CONF-PROC-2022-008]
27 February 2022

I present an application of a convolutional neural network (CNN) to separate muons and pions in the Belle II electromagnetic calorimeter (ECL). [...]
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5. Particle identification with the Belle II calorimeter using machine learning / Abtin Narimani Charan [BELLE2-TALK-CONF-2022-021]
18 March 2021
/ DPG Spring Meeting
The Belle II experiment, located at the asymmetric SuperKEKB e+e- collider in Tsukuba, Japan, performs studies of B-physics and searches for new physics at the luminosity frontier. [...]
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6. Particle identification with the Belle II calorimeter using machine learning / Abtin Narimani Charan [BELLE2-POSTER-CONF-2021-002]
24 November 2021
/ ACAT 2021
The Belle II experiment is located at the asymmetric SuperKEKB e+e- collider in Tsukuba, Japan. [...]
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