Machine Learning based tool for CMS RPC currents quality monitoring
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Published:2023-09
Issue:
Volume:1054
Page:168449
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ISSN:0168-9002
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Container-title:Nuclear Instruments and Methods in Physics Research Section A: Accelerators, Spectrometers, Detectors and Associated Equipment
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language:en
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Short-container-title:Nuclear Instruments and Methods in Physics Research Section A: Accelerators, Spectrometers, Detectors and Associated Equipment
Author:
Shumka E.ORCID, Samalan A., Tytgat M., El Sawy M., Alves G.A., Marujo F., Coelho E.A., Da Costa E.M., Nogima H., Santoro A., De Souza S. Fonseca, De Jesus Damiao D., Thiel M., Amarilo K. Mota, Filho M. Barroso Ferreira, Aleksandrov A., Hadjiiska R., Iaydjiev P., Rodozov M., Shopova M., Soultanov G., Dimitrov A., Litov L., Pavlov B., Petkov P., Petrov A., Qian S.J., Kou H., Liu Z.-A., Zhao J., Song J., Hou Q., Diao W., Cao P., Avila C., Barbosa D., Cabrera A., Florez A., Fraga J., Reyes J., Assran Y., Mahmoud M.A., Mohammed Y., Crotty I., Laktineh I., Grenier G., Gouzevitch M., Mirabito L., Shchablo K., Bagaturia I., Lomidze I., Tsamalaidze Z., Amoozegar V., Boghrati B., Ebraimi M., Najafabadi M. Mohammadi, Zareian E., Abbrescia M., Iaselli G., Pugliese G., Loddo F., De Filippis N., Aly R., Ramos D., Elmetenawee W., Leszki S., Margjeka I., Paesani D., Benussi L., Bianco S., Piccolo D., Meola S., Buontempo S., Carnevali F., Lista L., Paolucci P., Fienga F., Braghieri A., Salvini P., Montagna P., Riccardi C., Vitulo P., Asilar E., Choi J., Kim T.J., Choi S.Y., Hong B., Lee K.S., Oh H.Y., Goh J., Yu I., Estrada C. Uribe, Pedraza I., Castilla-Valdez H., Sanchez-Hernandez A., Fernandez R.L., Ramirez-Garcia M., Vazquez E., Shah M.A., Zaganidis N., Radi A., Hoorani H., Muhammad S., Ahmad A., Asghar I., Khan W.A., Eysermans J., Da Silva De Araujo F. Torres
Funder
Ministerio de Ciencia, Tecnología e Innovación Ministry of Science, ICT and Future Planning Pakistan Atomic Energy Commission Department of Science and Technology, Ministry of Science and Technology, India National Research Foundation of Korea Institut National de Physique Nucléaire et de Physique des Particules Department of Atomic Energy, Government of India Instituto Nazionale di Fisica Nucleare Laboratorio Nacional de Supercómputo del Sureste de Mexico National Natural Science Foundation of China Fundação Carlos Chagas Filho de Amparo à Pesquisa do Estado do Rio de Janeiro Commissariat à l'Énergie Atomique et aux Énergies Alternatives Conselho Nacional de Desenvolvimento Científico e Tecnológico Centro de Investigación y de Estudios Avanzados del Instituto Politécnico Nacional U.S. Department of Energy Secretaría de Educación Pública National Science Foundation Ministry of Science and Technology of the People's Republic of China Ministry of Education and Science Fonds Wetenschappelijk Onderzoek Institute for Research in Fundamental Sciences Consejo Nacional de Ciencia y Tecnología Benemérita Universidad Autónoma de Puebla Bulgarian National Science Fund CERN Centre National de la Recherche Scientifique Chinese Academy of Sciences Universidad Autónoma de San Luis Potosí Coordenação de Aperfeiçoamento de Pessoal de Nível Superior
Subject
Instrumentation,Nuclear and High Energy Physics
Reference6 articles.
1. The CMS experiment at the CERN LHC;J. Instrum.,2008 2. Performance of the CMS muon detector and muon reconstruction with proton-proton collisions at s
= 13 TeV;J. Instrum.,2018 3. A new approach for CMS RPC currents monitoring using machine learning techniques;Samalan;J. Instrum.,2020 4. Gas mixture quality studies for the CMS RPC detectors during LHC run 2;Gelmi;J. Instrum.,2021 5. Tensorflow,2022
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