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Belle II Document Server

6 records found

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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). [...] Fulltext: PDF; Detailed record - Similar records
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) [...] Fulltext: PDF; Detailed record - Similar records
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. [...] Fulltext: PDF; Detailed record - Similar records
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). [...] Fulltext: PDF; Detailed record - Similar records
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. [...] Fulltext: PDF; Detailed record - Similar records
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. [...] Fulltext: PDF; Detailed record - Similar records

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