Cargando…
Charged Particle Identification using the Liquid Xenon Calorimeter of the CMD-3 Detector
This paper describes a currently being developed procedure of the charged particle identification for CMD-3 detector, installed at the VEPP-2000 collider. The procedure is based on the application of the boosted decision trees classification method, and uses as input variables, among others, the spe...
| Autores principales: | , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , |
|---|---|
| Lenguaje: | eng |
| Publicado: |
2017
|
| Materias: | |
| Acceso en línea: | https://dx.doi.org/10.23727/CERN-Proceedings-2017-001.77 http://cds.cern.ch/record/2302001 |
| _version_ | 1780957268874887168 |
|---|---|
| author | Akhmetshin, R R Amirkhanov, A N Anisenkov, A V Aulchenko, V M Banzarov, V Sh Bashtovoy, N S Bondar, A E Bragin, A V Eidelman, S I Epifanov, D A Epshteyn, L B Erofeev, A L Fedotovich, G V Gayazov, S E Grebenuk, A A Gribanov, S S Grigoriev, D N Ignatov, F V Ivanov, V L Karpov, S V Kazanin, V F Korobov, A A Kovalenko, O A Kozyrev, A N Kozyrev, E A Krokovny, P P Kuzmenko, A E Kuzmin, A S Logashenko, I B Lukin, P A Mikhailov, K Yu Okhapkin, V S Pestov, Yu N Popov, A S Razuvaev, G P Ruban, A A Ryskulov, N M Ryzhenenkov, A E Shebalin, V E Shemyakin, D N Shwartz, B A Sibidanov, A L Solodov, E P Talyshev, A A Titov, V M Vorobiov, A I Yudin, Yu V |
| author_facet | Akhmetshin, R R Amirkhanov, A N Anisenkov, A V Aulchenko, V M Banzarov, V Sh Bashtovoy, N S Bondar, A E Bragin, A V Eidelman, S I Epifanov, D A Epshteyn, L B Erofeev, A L Fedotovich, G V Gayazov, S E Grebenuk, A A Gribanov, S S Grigoriev, D N Ignatov, F V Ivanov, V L Karpov, S V Kazanin, V F Korobov, A A Kovalenko, O A Kozyrev, A N Kozyrev, E A Krokovny, P P Kuzmenko, A E Kuzmin, A S Logashenko, I B Lukin, P A Mikhailov, K Yu Okhapkin, V S Pestov, Yu N Popov, A S Razuvaev, G P Ruban, A A Ryskulov, N M Ryzhenenkov, A E Shebalin, V E Shemyakin, D N Shwartz, B A Sibidanov, A L Solodov, E P Talyshev, A A Titov, V M Vorobiov, A I Yudin, Yu V |
| author_sort | Akhmetshin, R R |
| collection | CERN |
| description | This paper describes a currently being developed procedure of the charged particle identification for CMD-3 detector, installed at the VEPP-2000 collider. The procedure is based on the application of the boosted decision trees classification method, and uses as input variables, among others, the specific energy losses of charged particle in the layers of the liquid Xenon calorimeter. The efficiency of the procedure is demonstrated by an example of the extraction of events of e+e- to K+K- process in the center of mass energy range from 1.8 to 2.0 GeV. |
| id | oai-inspirehep.net-1650324 |
| institution | Organización Europea para la Investigación Nuclear |
| language | eng |
| publishDate | 2017 |
| record_format | invenio |
| spelling | oai-inspirehep.net-16503242019-09-30T06:29:59Zdoi:10.23727/CERN-Proceedings-2017-001.77http://cds.cern.ch/record/2302001engAkhmetshin, R RAmirkhanov, A NAnisenkov, A VAulchenko, V MBanzarov, V ShBashtovoy, N SBondar, A EBragin, A VEidelman, S IEpifanov, D AEpshteyn, L BErofeev, A LFedotovich, G VGayazov, S EGrebenuk, A AGribanov, S SGrigoriev, D NIgnatov, F VIvanov, V LKarpov, S VKazanin, V FKorobov, A AKovalenko, O AKozyrev, A NKozyrev, E AKrokovny, P PKuzmenko, A EKuzmin, A SLogashenko, I BLukin, P AMikhailov, K YuOkhapkin, V SPestov, Yu NPopov, A SRazuvaev, G PRuban, A ARyskulov, N MRyzhenenkov, A EShebalin, V EShemyakin, D NShwartz, B ASibidanov, A LSolodov, E PTalyshev, A ATitov, V MVorobiov, A IYudin, Yu VCharged Particle Identification using the Liquid Xenon Calorimeter of the CMD-3 DetectorDetectors and Experimental TechniquesThis paper describes a currently being developed procedure of the charged particle identification for CMD-3 detector, installed at the VEPP-2000 collider. The procedure is based on the application of the boosted decision trees classification method, and uses as input variables, among others, the specific energy losses of charged particle in the layers of the liquid Xenon calorimeter. The efficiency of the procedure is demonstrated by an example of the extraction of events of e+e- to K+K- process in the center of mass energy range from 1.8 to 2.0 GeV.oai:inspirehep.net:16503242017 |
| spellingShingle | Detectors and Experimental Techniques Akhmetshin, R R Amirkhanov, A N Anisenkov, A V Aulchenko, V M Banzarov, V Sh Bashtovoy, N S Bondar, A E Bragin, A V Eidelman, S I Epifanov, D A Epshteyn, L B Erofeev, A L Fedotovich, G V Gayazov, S E Grebenuk, A A Gribanov, S S Grigoriev, D N Ignatov, F V Ivanov, V L Karpov, S V Kazanin, V F Korobov, A A Kovalenko, O A Kozyrev, A N Kozyrev, E A Krokovny, P P Kuzmenko, A E Kuzmin, A S Logashenko, I B Lukin, P A Mikhailov, K Yu Okhapkin, V S Pestov, Yu N Popov, A S Razuvaev, G P Ruban, A A Ryskulov, N M Ryzhenenkov, A E Shebalin, V E Shemyakin, D N Shwartz, B A Sibidanov, A L Solodov, E P Talyshev, A A Titov, V M Vorobiov, A I Yudin, Yu V Charged Particle Identification using the Liquid Xenon Calorimeter of the CMD-3 Detector |
| title | Charged Particle Identification using the Liquid Xenon Calorimeter of the CMD-3 Detector |
| title_full | Charged Particle Identification using the Liquid Xenon Calorimeter of the CMD-3 Detector |
| title_fullStr | Charged Particle Identification using the Liquid Xenon Calorimeter of the CMD-3 Detector |
| title_full_unstemmed | Charged Particle Identification using the Liquid Xenon Calorimeter of the CMD-3 Detector |
| title_short | Charged Particle Identification using the Liquid Xenon Calorimeter of the CMD-3 Detector |
| title_sort | charged particle identification using the liquid xenon calorimeter of the cmd-3 detector |
| topic | Detectors and Experimental Techniques |
| url | https://dx.doi.org/10.23727/CERN-Proceedings-2017-001.77 http://cds.cern.ch/record/2302001 |
| work_keys_str_mv | AT akhmetshinrr chargedparticleidentificationusingtheliquidxenoncalorimeterofthecmd3detector AT amirkhanovan chargedparticleidentificationusingtheliquidxenoncalorimeterofthecmd3detector AT anisenkovav chargedparticleidentificationusingtheliquidxenoncalorimeterofthecmd3detector AT aulchenkovm chargedparticleidentificationusingtheliquidxenoncalorimeterofthecmd3detector AT banzarovvsh chargedparticleidentificationusingtheliquidxenoncalorimeterofthecmd3detector AT bashtovoyns chargedparticleidentificationusingtheliquidxenoncalorimeterofthecmd3detector AT bondarae chargedparticleidentificationusingtheliquidxenoncalorimeterofthecmd3detector AT braginav chargedparticleidentificationusingtheliquidxenoncalorimeterofthecmd3detector AT eidelmansi chargedparticleidentificationusingtheliquidxenoncalorimeterofthecmd3detector AT epifanovda chargedparticleidentificationusingtheliquidxenoncalorimeterofthecmd3detector AT epshteynlb chargedparticleidentificationusingtheliquidxenoncalorimeterofthecmd3detector AT erofeeval chargedparticleidentificationusingtheliquidxenoncalorimeterofthecmd3detector AT fedotovichgv chargedparticleidentificationusingtheliquidxenoncalorimeterofthecmd3detector AT gayazovse chargedparticleidentificationusingtheliquidxenoncalorimeterofthecmd3detector AT grebenukaa chargedparticleidentificationusingtheliquidxenoncalorimeterofthecmd3detector AT gribanovss chargedparticleidentificationusingtheliquidxenoncalorimeterofthecmd3detector AT grigorievdn chargedparticleidentificationusingtheliquidxenoncalorimeterofthecmd3detector AT ignatovfv chargedparticleidentificationusingtheliquidxenoncalorimeterofthecmd3detector AT ivanovvl chargedparticleidentificationusingtheliquidxenoncalorimeterofthecmd3detector AT karpovsv chargedparticleidentificationusingtheliquidxenoncalorimeterofthecmd3detector AT kazaninvf chargedparticleidentificationusingtheliquidxenoncalorimeterofthecmd3detector AT korobovaa chargedparticleidentificationusingtheliquidxenoncalorimeterofthecmd3detector AT kovalenkooa chargedparticleidentificationusingtheliquidxenoncalorimeterofthecmd3detector AT kozyrevan chargedparticleidentificationusingtheliquidxenoncalorimeterofthecmd3detector AT kozyrevea chargedparticleidentificationusingtheliquidxenoncalorimeterofthecmd3detector AT krokovnypp chargedparticleidentificationusingtheliquidxenoncalorimeterofthecmd3detector AT kuzmenkoae chargedparticleidentificationusingtheliquidxenoncalorimeterofthecmd3detector AT kuzminas chargedparticleidentificationusingtheliquidxenoncalorimeterofthecmd3detector AT logashenkoib chargedparticleidentificationusingtheliquidxenoncalorimeterofthecmd3detector AT lukinpa chargedparticleidentificationusingtheliquidxenoncalorimeterofthecmd3detector AT mikhailovkyu chargedparticleidentificationusingtheliquidxenoncalorimeterofthecmd3detector AT okhapkinvs chargedparticleidentificationusingtheliquidxenoncalorimeterofthecmd3detector AT pestovyun chargedparticleidentificationusingtheliquidxenoncalorimeterofthecmd3detector AT popovas chargedparticleidentificationusingtheliquidxenoncalorimeterofthecmd3detector AT razuvaevgp chargedparticleidentificationusingtheliquidxenoncalorimeterofthecmd3detector AT rubanaa chargedparticleidentificationusingtheliquidxenoncalorimeterofthecmd3detector AT ryskulovnm chargedparticleidentificationusingtheliquidxenoncalorimeterofthecmd3detector AT ryzhenenkovae chargedparticleidentificationusingtheliquidxenoncalorimeterofthecmd3detector AT shebalinve chargedparticleidentificationusingtheliquidxenoncalorimeterofthecmd3detector AT shemyakindn chargedparticleidentificationusingtheliquidxenoncalorimeterofthecmd3detector AT shwartzba chargedparticleidentificationusingtheliquidxenoncalorimeterofthecmd3detector AT sibidanoval chargedparticleidentificationusingtheliquidxenoncalorimeterofthecmd3detector AT solodovep chargedparticleidentificationusingtheliquidxenoncalorimeterofthecmd3detector AT talyshevaa chargedparticleidentificationusingtheliquidxenoncalorimeterofthecmd3detector AT titovvm chargedparticleidentificationusingtheliquidxenoncalorimeterofthecmd3detector AT vorobiovai chargedparticleidentificationusingtheliquidxenoncalorimeterofthecmd3detector AT yudinyuv chargedparticleidentificationusingtheliquidxenoncalorimeterofthecmd3detector |