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Reconstruction of signal amplitudes in the CMS electromagnetic calorimeter in the presence of overlapping proton-proton interactions

Sirunyan, A. M. and Tumasyan, A. and Adam, W. and Ambrogi, F. and Bergauer, T. and Dragicevic, M. and Erö, J. and Valle, A. Escalante Del and Frühwirth, R. and Jeitler, M. and Krammer, N. and Lechner, L. and Liko, D. and Madlener, T. and Mikulec, I. and Pitters, F.M. and Rad, N. and Schieck, J. and Schöfbeck, R. and Spanring, M. and Templ, S. and Waltenberger, W. and Wulz, C.-E. and Zarucki, M. and Chekhovsky, V. and Litomin, A. and Makarenko, V. and Gonzalez, J. Suarez and Darwish, M.R. and Wolf, E.A. De and Croce, D. Di and Janssen, X. and Kello, T. and Lelek, A. and Pieters, M. and Sfar, H. Rejeb and Haevermaet, H. Van and Mechelen, P. Van and Putte, S. Van and Remortel, N. Van and Blekman, F. and Bols, E.S. and Chhibra, S.S. and D'Hondt, J. and Clercq, J. De and Lontkovskyi, D. and Lowette, S. and Marchesini, I. and Moortgat, S. and Morton, A. and Python, Q. and Tavernier, S. and Doninck, W. Van and Mulders, P. Van and Beghin, D. and Bilin, B. and Clerbaux, B. and Lentdecker, G. De and Delannoy, H. and Dorney, B. and Favart, L. and Grebenyuk, A. and Kalsi, A.K. and Makarenko, I. and Moureaux, L. and Pétré, L. and Popov, A. and Postiau, N. and Starling, E. and Thomas, L. and Velde, C. Vander and Vanlaer, P. and Vannerom, D. and Wezenbeek, L. and Cornelis, T. and Dobur, D. and Gruchala, M. and Khvastunov, I. and Niedziela, M. and Roskas, C. and Skovpen, K. and Tytgat, M. and Verbeke, W. and Vermassen, B. and Vit, M. and Bruno, G. and Bury, F. and Caputo, C. and David, P. and Delaere, C. and Delcourt, M. and Donertas, I.S. and Giammanco, A. and Lemaitre, V. and Mondal, K. and Prisciandaro, J. and Taliercio, A. and Teklishyn, M. and Vischia, P. and Wuyckens, S. and Zobec, J. and Alves, G.A. and Silva, G. Correia and Hensel, C. and Moraes, A. and Júnior, W.L. Aldá and Chagas, E. Belchior Batista Das and Carvalho, W. and Chinellato, J. and Coelho, E. and Costa, E.M. Da and Silveira, G.G. Da and Damiao, D. De Jesus and Souza, S. Fonseca De and Martins, J. and Figueiredo, D. Matos and Jaime, M. Medina and Almeida, M. Melo De and Herrera, C. Mora and Mundim, L. and Nogima, H. and Teles, P. Rebello and Rosas, L.J. Sanchez and Santoro, A. and Amaral, S.M. Silva Do and Sznajder, A. and Thiel, M. and Manganote, E.J. Tonelli and Araujo, F. Torres Da Silva De and Pereira, A. Vilela and Bernardes, C.A. and Calligaris, L. and Tomei, T.R. Fernandez Perez and Gregores, E.M. and Lemos, D.S. and Mercadante, P.G. and Novaes, S.F. and Padula, Sandra S. and Aleksandrov, A. and Antchev, G. and Atanasov, I. and Hadjiiska, R. and Iaydjiev, P. and Misheva, M. and Rodozov, M. and Shopova, M. and Sultanov, G. and Bonchev, M. and Dimitrov, A. and Ivanov, T. and Litov, L. and Pavlov, B. and Petkov, P. and Petrov, A. and Fang, W. and Guo, Q. and Wang, H. and Yuan, L. and Ahmad, M. and Hu, Z. and Wang, Y. and Chapon, E. and Chen, G.M. and Chen, H.S. and Chen, M. and Leggat, D. and Liao, H. and Liu, Z. and Sharma, R. and Spiezia, A. and Tao, J. and Thomas-wilsker, J. and Wang, J. and Zhang, H. and Zhang, S. and Zhao, J. and Agapitos, A. and Ban, Y. and Chen, C. and Levin, A. and Li, J. and Li, Q. and Lu, M. and Lyu, X. and Mao, Y. and Qian, S.J. and Wang, D. and Wang, Q. and Xiao, J. and You, Z. and Gao, X. and Xiao, M. and Avila, C. and Cabrera, A. and Florez, C. and Fraga, J. and Sarkar, A. and Delgado, M.A. Segura and Jaramillo, J. and Guisao, J. Mejia and Ramirez, F. and Alvarez, J.D. Ruiz and González, C.A. Salazar and Arbelaez, N. Vanegas and Giljanovic, D. and Godinovic, N. and Lelas, D. and Puljak, I. and Sculac, T. and Antunovic, Z. and Kovac, M. and Brigljevic, V. and Ferencek, D. and Majumder, D. and Mesic, B. and Roguljic, M. and Starodumov, A. and Susa, T. and Ather, M.W. and Attikis, A. and Erodotou, E. and Ioannou, A. and Kole, G. and Kolosova, M. and Konstantinou, S. and Mavromanolakis, G. and Mousa, J. and Nicolaou, C. and Ptochos, F. and Razis, P.A. and Rykaczewski, H. and Saka, H. and Tsiakkouri, D. and Finger, M. and Jr., M. Finger and Kveton, A. and Tomsa, J. and Ayala, E. and Jarrin, E. Carrera and Assran, Y. and Mohamed, A. and Salama, E. and Mahmoud, M.A. and Mohammed, Y. and Bhowmik, S. and Oliveira, A. Carvalho Antunes De and Dewanjee, R.K. and Ehataht, K. and Kadastik, M. and Raidal, M. and Veelken, C. and Eerola, P. and Forthomme, L. and Kirschenmann, H. and Osterberg, K. and Voutilainen, M. and Brücken, E. and Garcia, F. and Havukainen, J. and Karimäki, V. and Kim, M.S. and Kinnunen, R. and Lampén, T. and Lassila-Perini, K. and Laurila, S. and Lehti, S. and Lindén, T. and Siikonen, H. and Tuominen, E. and Tuominiemi, J. and Luukka, P. and Tuuva, T. and Amendola, C. and Besancon, M. and Couderc, F. and Dejardin, M. and Denegri, D. and Faure, J.L. and Ferri, F. and Ganjour, S. and Givernaud, A. and Gras, P. and de Monchenault, G. Hamel and Jarry, P. and Lenzi, B. and Locci, E. and Malcles, J. and Rander, J. and Rosowsky, A. and Sahin, M.Ö. and Savoy-Navarro, A. and Titov, M. and Yu, G.B. and Ahuja, S. and Beaudette, F. and Bonanomi, M. and Perraguin, A. Buchot and Busson, P. and Charlot, C. and Davignon, O. and Diab, B. and Falmagne, G. and de Cassagnac, R. Granier and Hakimi, A. and Kucher, I. and Lobanov, A. and Perez, C. Martin and Nguyen, M. and Ochando, C. and Paganini, P. and Rembser, J. and Salerno, R. and Sauvan, J.B. and Sirois, Y. and Zabi, A. and Zghiche, A. and Agram, J.-L. and Andrea, J. and Bloch, D. and Bourgatte, G. and Brom, J.-M. and Chabert, E.C. and Collard, C. and Fontaine, J.-C. and Gelé, D. and Goerlach, U. and Grimault, C. and Bihan, A.-C. Le and Hove, P. Van and Asilar, E. and Beauceron, S. and Bernet, C. and Boudoul, G. and Camen, C. and Carle, A. and Chanon, N. and Contardo, D. and Depasse, P. and Mamouni, H. El and Fay, J. and Gascon, S. and Gouzevitch, M. and Ille, B. and Jain, Sa. and Laktineh, I.B. and Lattaud, H. and Lesauvage, A. and Lethuillier, M. and Mirabito, L. and Torterotot, L. and Touquet, G. and Donckt, M. Vander and Viret, S. and Adamov, G. and Tsamalaidze, Z. and Feld, L. and Klein, K. and Lipinski, M. and Meuser, D. and Pauls, A. and Preuten, M. and Rauch, M.P. and Schulz, J. and Teroerde, M. and Eliseev, D. and Erdmann, M. and Fackeldey, P. and Fischer, B. and Ghosh, S. and Hebbeker, T. and Hoepfner, K. and Keller, H. and Mastrolorenzo, L. and Merschmeyer, M. and Meyer, A. and Millet, P. and Mocellin, G. and Mondal, S. and Mukherjee, S. and Noll, D. and Novak, A. and Pook, T. and Pozdnyakov, A. and Quast, T. and Radziej, M. and Rath, Y. and Reithler, H. and Roemer, J. and Schmidt, A. and Schuler, S.C. and Sharma, A. and Wiedenbeck, S. and Zaleski, S. and Dziwok, C. and Flügge, G. and Ahmad, W. Haj and Hlushchenko, O. and Kress, T. and Nowack, A. and Pistone, C. and Pooth, O. and Roy, D. and Sert, H. and Stahl, A. and Ziemons, T. and Petersen, H. Aarup and Martin, M. Aldaya and Asmuss, P. and Babounikau, I. and Baxter, S. and Behnke, O. and Martínez, A. Bermúdez and Anuar, A.A. Bin and Borras, K. and Botta, V. and Brunner, D. and Campbell, A. and Cardini, A. and Connor, P. and Rodríguez, S. Consuegra and Danilov, V. and Wit, A. De and Defranchis, M.M. and Didukh, L. and Damiani, D. Domínguez and Eckerlin, G. and Eckstein, D. and Eichhorn, T. and Elwood, A. and Banos, L.I. Estevez and Gallo, E. and Geiser, A. and Giraldi, A. and Grohsjean, A. and Guthoff, M. and Harb, A. and Jafari, A. and Jomhari, N.Z. and Jung, H. and Kasem, A. and Kasemann, M. and Kaveh, H. and Kleinwort, C. and Knolle, J. and Krücker, D. and Lange, W. and Lenz, T. and Lidrych, J. and Lipka, K. and Lohmann, W. and Mankel, R. and Melzer-Pellmann, I.-A. and Metwally, J. and Meyer, A.B. and Meyer, M. and Missiroli, M. and Mnich, J. and Mussgiller, A. and Myronenko, V. and Otarid, Y. and Adán, D. Pérez and Pflitsch, S.K. and Pitzl, D. and Raspereza, A. and Saggio, A. and Saibel, A. and Savitskyi, M. and Scheurer, V. and Schütze, P. and Schwanenberger, C. and Shevchenko, R. and Singh, A. and Ricardo, R.E. Sosa and Tholen, H. and Tonon, N. and Turkot, O. and Vagnerini, A. and Klundert, M. Van De and Walsh, R. and Walter, D. and Wen, Y. and Wichmann, K. and Wissing, C. and Wuchterl, S. and Zenaiev, O. and Zlebcik, R. and Aggleton, R. and Bein, S. and Benato, L. and Benecke, A. and Leo, K. De and Dreyer, T. and Ebrahimi, A. and Feindt, F. and Fröhlich, A. and Garbers, C. and Garutti, E. and Gunnellini, P. and Haller, J. and Hinzmann, A. and Karavdina, A. and Kasieczka, G. and Klanner, R. and Kogler, R. and Kutzner, V. and Lange, J. and Lange, T. and Malara, A. and Multhaup, J. and Niemeyer, C.E.N. and Nigamova, A. and Rodriguez, K.J. Pena and Rieger, O. and Schleper, P. and Schumann, S. and Schwandt, J. and Schwarz, D. and Sonneveld, J. and Stadie, H. and Steinbrück, G. and Vormwald, B. and Zoi, I. and Baselga, M. and Baur, S. and Bechtel, J. and Berger, T. and Butz, E. and Caspart, R. and Chwalek, T. and Boer, W. De and Dierlamm, A. and Droll, A. and Morabit, K. 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Baldenegro and Baringer, P. and Bean, A. and Bylinkin, A. and Isidori, T. and Khalil, S. and King, J. and Krintiras, G. and Kropivnitskaya, A. and Lindsey, C. and Minafra, N. and Murray, M. and Rogan, C. and Royon, C. and Sanders, S. and Schmitz, E. and Takaki, J.D. Tapia and Wang, Q. and Williams, J. and Wilson, G. and Duric, S. and Ivanov, A. and Kaadze, K. and Kim, D. and Maravin, Y. and Mendis, D.R. and Mitchell, T. and Modak, A. and Mohammadi, A. and Rebassoo, F. and Wright, D. and Adams, E. and Baden, A. and Baron, O. and Belloni, A. and Eno, S.C. and Feng, Y. and Hadley, N.J. and Jabeen, S. and Jeng, G.Y. and Kellogg, R.G. (2020) Reconstruction of signal amplitudes in the CMS electromagnetic calorimeter in the presence of overlapping proton-proton interactions. Journal of Instrumentation, 15 (10). Art. No. P10002. ISSN 1748-0221. https://resolver.caltech.edu/CaltechAUTHORS:20201102-103625967

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Abstract

A template fitting technique for reconstructing the amplitude of signals produced by the lead tungstate crystals of the CMS electromagnetic calorimeter is described. This novel approach is designed to suppress the contribution to the signal of the increased number of out-of-time interactions per beam crossing following the reduction of the accelerator bunch spacing from 50 to 25 ns at the start of Run 2 of the LHC. Execution of the algorithm is sufficiently fast for it to be employed in the CMS high-level trigger. It is also used in the offline event reconstruction. Results obtained from simulations and from Run 2 collision data (2015–2018) demonstrate a substantial improvement in the energy resolution of the calorimeter over a range of energies extending from a few GeV to several tens of GeV.


Item Type:Article
Related URLs:
URLURL TypeDescription
https://doi.org/10.1088/1748-0221/15/10/p10002DOIArticle
https://arxiv.org/abs/2006.14359arXivDiscussion Paper
ORCID:
AuthorORCID
Bornheim, A.0000-0002-0128-0871
Cerri, O.0000-0002-2191-0666
Lawhorn, J. M.0000-0002-8597-9259
Newman, H. B.0000-0003-0964-1480
Nguyen, T. Q.0000-0003-3954-5131
Spiropulu, M.0000-0001-8172-7081
Vlimant, J. R.0000-0002-9705-101X
Xie, S.0000-0003-2509-5731
Zhang, Z.0000-0002-1630-0986
Zhu, R. Y.0000-0003-3091-7461
Additional Information:© 2020 CERN for the benefit of the CMS collaboration. Published by IOP Publishing Ltd on behalf of Sissa Medialab. Original content from this work may be used under the terms of the Creative Commons Attribution 4.0 licence. Any further distribution of this work must maintain attribution to the author(s) and the title of the work, journal citation and DOI. Received: June 25, 2020; Accepted: August 15, 2020; Published: October 1, 2020. We congratulate our colleagues in the CERN accelerator departments for the excellent performance of the LHC and thank the technical and administrative staffs at CERN and at other CMS institutes for their contributions to the success of the CMS effort. In addition, we gratefully acknowledge the computing centers and personnel of the Worldwide LHC Computing Grid for delivering so effectively the computing infrastructure essential to our analyses. Finally, we acknowledge the enduring support for the construction and operation of the LHC and the CMS detector provided by the following funding agencies: BMBWF and FWF (Austria); FNRS and FWO (Belgium); CNPq, CAPES, FAPERJ, FAPERGS, and FAPESP (Brazil); MES (Bulgaria); CERN; CAS, MoST, and NSFC (China); COLCIENCIAS (Colombia); MSES and CSF (Croatia); RIF (Cyprus); SENESCYT (Ecuador); MoER, ERC IUT, PUT and ERDF (Estonia); Academy of Finland, MEC, and HIP (Finland); CEA and CNRS/IN2P3 (France); BMBF, DFG, and HGF (Germany); GSRT (Greece); NKFIA (Hungary); DAE and DST (India); IPM (Iran); SFI (Ireland); INFN (Italy); MSIP and NRF (Republic of Korea); MES (Latvia); LAS (Lithuania); MOE and UM (Malaysia); BUAP, CINVESTAV, CONACYT, LNS, SEP, and UASLP-FAI (Mexico); MOS (Montenegro); MBIE (NewZealand); PAEC (Pakistan); MSHE and NSC (Poland); FCT (Portugal); JINR (Dubna); MON, RosAtom, RAS, RFBR, and NRC KI (Russia); MESTD (Serbia); SEIDI, CPAN, PCTI, and FEDER (Spain); MOSTR (Sri Lanka); Swiss Funding Agencies (Switzerland); MST (Taipei); ThEPCenter, IPST, STAR, and NSTDA (Thailand); TUBITAK and TAEK (Turkey); NASU (Ukraine); STFC (United Kingdom); DOE and NSF (U.S.A.). Individuals have received support from the Marie-Curie program and the European Research Council and Horizon 2020 Grant, contract Nos. 675440, 752730, and 765710 (European Union); the Leventis Foundation; the A.P. Sloan Foundation; the Alexander von Humboldt Foundation; the Belgian Federal Science Policy Office; the Fonds pour la Formation à la Recherche dans l’Industrie et dans l’Agriculture (FRIA-Belgium); the Agentschap voor Innovatie door Wetenschap en Technologie (IWT-Belgium); the F.R.S.-FNRS and FWO (Belgium) under the “Excellence of Science — EOS” — be.h project n. 30820817; the Beijing Municipal Science & Technology Commission, No. Z191100007219010; the Ministry of Education, Youth and Sports (MEYS) of the Czech Republic; the Deutsche Forschungsgemeinschaft (DFG) under Germany’s Excellence Strategy — EXC 2121 “Quantum Universe” — 390833306; the Lendület (“Momentum”) Program and the János Bolyai Research Scholarship of the Hungarian Academy of Sciences, the New National Excellence Program ÚNKP, the NKFIA research grants 123842, 123959, 124845, 124850, 125105, 128713, 128786, and 129058 (Hungary); the Council of Science and Industrial Research, India; the HOMING PLUS program of the Foundation for Polish Science, cofinanced from European Union, Regional Development Fund, the Mobility Plus program of the Ministry of Science and Higher Education, the National Science Center (Poland), contracts Harmonia 2014/14/M/ST2/00428, Opus 2014/13/B/ST2/02543, 2014/15/B/ST2/03998, and 2015/19/B/ST2/02861, Sonata-bis 2012/07/E/ST2/01406; the National Priorities Research Program by Qatar National Research Fund; the Ministry of Science and Higher Education, project no. 02.a03.21.0005 (Russia); the Tomsk Polytechnic University Competitiveness Enhancement Program and “Nauka” Project FSWW-2020-0008 (Russia); the Programa Estatal de Fomento de la Investigación Científica y Técnica de Excelencia María de Maeztu, grant MDM-2015-0509 and the Programa Severo Ochoa del Principado de Asturias; the Thalis and Aristeia programs cofinanced by EU-ESF and the Greek NSRF; the Rachadapisek Sompot Fund for Postdoctoral Fellowship, Chulalongkorn University and the Chulalongkorn Academic into Its 2nd Century Project Advancement Project (Thailand); the Kavli Foundation; the Nvidia Corporation; the SuperMicro Corporation; the Welch Foundation, contract C-1845; and the Weston Havens Foundation (U.S.A.).
Group:CMS@Caltech
Funders:
Funding AgencyGrant Number
Bundesministerium für Wissenschaft, Forschung Und Wirtschaft (BMWFW)UNSPECIFIED
FWF Der WissenschaftsfondUNSPECIFIED
Fonds de la Recherche Scientifique (FNRS)UNSPECIFIED
Fonds Wetenschappelijk Onderzoek (FWO)UNSPECIFIED
Conselho Nacional de Desenvolvimento Científico e Tecnológico (CNPq)UNSPECIFIED
Coordenação de Aperfeiçoamento de Pessoal de Nível Superior (CAPES)UNSPECIFIED
Fundação de Amparo à Pesquisa do Estado do Rio de Janeiro (FAPERJ)UNSPECIFIED
Fundação de Amparo à Pesquisa do Estado do Rio Grande do Sul (FAPERGS)UNSPECIFIED
Fundação de Amparo à Pesquisa do Estado de São Paulo (FAPESP)UNSPECIFIED
Ministry of Education and Science (Bulgaria)UNSPECIFIED
CERNUNSPECIFIED
Chinese Academy of SciencesUNSPECIFIED
Ministry of Science and Technology (China)UNSPECIFIED
National Natural Science Foundation of ChinaUNSPECIFIED
Departamento Administrativo de Ciencia, Tecnología e Innovación (COLCIENCIAS)UNSPECIFIED
Ministry of Science, Education and Sport (Croatia)UNSPECIFIED
Croatian Science FoundationUNSPECIFIED
Research Promotion Foundation (Cyprus)UNSPECIFIED
Secretaría Nacional de Educación Superior, Ciencia, Tecnología e Innovación (SENESCYT)UNSPECIFIED
Ministry of Education and Research (Estonia)UNSPECIFIED
Estonian Research CouncilUNSPECIFIED
PUT (Estonia)UNSPECIFIED
European Regional Development Fund (Estonia)UNSPECIFIED
Academy of FinlandUNSPECIFIED
Ministry of Education and Culture (Finland)UNSPECIFIED
Helsinki Institute of PhysicsUNSPECIFIED
Commissariat a l'Energie Atomique (CEA)UNSPECIFIED
Centre National de la Recherche Scientifique (CNRS)UNSPECIFIED
Institut National de Physique Nucléaire et de Physique des Particules (IN2P3)UNSPECIFIED
Bundesministerium für Bildung und Forschung (BMBF)UNSPECIFIED
Deutsche Forschungsgemeinschaft (DFG)UNSPECIFIED
Helmholtz-Gemeinschaft Deutscher Forschungszentren (HGF)UNSPECIFIED
General Secretariat for Research and Technology (GSRT)UNSPECIFIED
Department of Atomic Energy (India)UNSPECIFIED
Department of Science and Technology (India)UNSPECIFIED
Institute for Studies in Theoretical Physics and Mathematics (Iran)UNSPECIFIED
Science Foundation, IrelandUNSPECIFIED
Istituto Nazionale di Fisica Nucleare (INFN)UNSPECIFIED
Ministry of Science, ICT and Future Planning (Korea)UNSPECIFIED
National Research Foundation of KoreaUNSPECIFIED
Ministry of Education and Science (Latvia)UNSPECIFIED
Lithuanian Academy of SciencesUNSPECIFIED
Ministry of Education (Malaysia)UNSPECIFIED
University of MalayaUNSPECIFIED
Benemérita Universidad Autónoma de Puebla (BUAP)UNSPECIFIED
Centro de Investigación y de Estudios Avanzados del Instituto Politécnico Nacional (CINVESTAV)UNSPECIFIED
Consejo Nacional de Ciencia y Tecnología (CONACYT)UNSPECIFIED
Laboratorio Nacional de Supercómputo (LNS)UNSPECIFIED
Secretaría de Educación Pública (SEP)UNSPECIFIED
Universidad Autónoma de San Luis Potosí Inicio-Facultad de Ingeniería (UASLP-FAI)UNSPECIFIED
Ministero della Scienza del Montenegro (MOS)UNSPECIFIED
Ministry of Business, Innovation and Employment (New Zealand)UNSPECIFIED
Atomic Energy Commission (Pakistan)UNSPECIFIED
Ministry of Science and Higher Education (Poland)UNSPECIFIED
National Science Centre (Poland)UNSPECIFIED
Fundação para a Ciência e Tecnologia (FCT)UNSPECIFIED
Joint Institute for Nuclear Research (JINR)UNSPECIFIED
RosAtomUNSPECIFIED
Russian Academy of SciencesUNSPECIFIED
Russian Foundation for Basic ResearchUNSPECIFIED
National Research Center, Kurchatov Institute (Russia)UNSPECIFIED
Ministry of Education, Science and Technological Development (Serbia)UNSPECIFIED
Secretaría de Estado de Investigación, Desarrollo e Innovación (SEIDI)UNSPECIFIED
Centro Nacional de Física de Partículas, Astropartículas y Nuclear (CPAN)UNSPECIFIED
Plan de Ciencia, Tecnología e Innovació (PCTI)UNSPECIFIED
Fondo Europeo de Desarrollo Regional (FEDER)UNSPECIFIED
Ministry of Science, Technology and Research (Sri Lanka)UNSPECIFIED
Swiss Funding AgenciesUNSPECIFIED
Ministry of Science and Technology (Taipei)UNSPECIFIED
Thailand Center of Excellence in PhysicsUNSPECIFIED
Institute for the Promotion of Teaching Science and Technology (Thailand)UNSPECIFIED
Special Task Force for Activating Research (Thailand)UNSPECIFIED
National Science and Technology Development Agency (Thailand)UNSPECIFIED
Türkiye Bilimsel ve Teknolojik Araştırma Kurumu (TÜBİTAK)UNSPECIFIED
Türkiye Atom Enerjisi Kurumu (TAEK)UNSPECIFIED
National Academy of Sciences (Ukraine)UNSPECIFIED
Science and Technology Facilities Council (STFC)UNSPECIFIED
Department of Energy (DOE)UNSPECIFIED
NSFUNSPECIFIED
Marie Curie FellowshipUNSPECIFIED
European Research Council (ERC)675440
European Research Council (ERC)752730
European Research Council (ERC)765710
Leventis FoundationUNSPECIFIED
Alfred P. Sloan FoundationUNSPECIFIED
Alexander von Humboldt FoundationUNSPECIFIED
Belgian Federal Science Policy Office (BELSPO)UNSPECIFIED
Fonds pour la Formation à la Recherche dans l'Industrie et dans l'Agriculture (FRIA-Belgium)UNSPECIFIED
Agentschap voor Innovatie door Wetenschap en Technologie (IWT-Belgium)UNSPECIFIED
Fonds de la Recherche Scientifique (FNRS)30820817
Beijing Municipal Science & Technology CommissionZ191100007219010
Ministry of Education, Youth and Sports (Czech Republic)UNSPECIFIED
Deutsche Forschungsgemeinschaft (DFG)EXC 2121
Deutsche Forschungsgemeinschaft (DFG)390833306
Hungarian Academy of SciencesUNSPECIFIED
National Research, Development and Innovation Fund (NKFIA)123842
National Research, Development and Innovation Fund (NKFIA)123959
National Research, Development and Innovation Fund (NKFIA)124845
National Research, Development and Innovation Fund (NKFIA)124850
National Research, Development and Innovation Fund (NKFIA)125105
National Research, Development and Innovation Fund (NKFIA)128713
National Research, Development and Innovation Fund (NKFIA)128786
National Research, Development and Innovation Fund (NKFIA)129058
Council of Science and Industrial Research (India)UNSPECIFIED
Foundation for Polish Science HOMING PLUS ProgramUNSPECIFIED
European Union Regional Development FundUNSPECIFIED
Mobility Plus ProgramUNSPECIFIED
Harmonia Program2014/14/M/ST2/00428
OPUS Program2014/13/B/ST2/02543
OPUS Program2014/15/B/ST2/03998
OPUS Program2015/19/B/ST2/02861
Sonata-bis Program2012/07/E/ST2/01406
Qatar National Research Fund National Priorities Research ProgramUNSPECIFIED
National Research Nuclear University02.a03.21.0005
Tomsk Polytechnic UniversityFSWW-2020-0008
Programa Estatal de Fomento de la Investigación Científica y Técnica de Excelencia María de MaeztuMDM-2015-0509
Programa Severo Ochoa del Principado de AsturiasUNSPECIFIED
Thalis ProgramUNSPECIFIED
Aristeia ProgramUNSPECIFIED
European Social FundUNSPECIFIED
Greek National Strategic Reference Framework (NSRF)UNSPECIFIED
Rachadapisek Sompot Fund, Chulalongkorn UniversityUNSPECIFIED
Chulalongkorn Academic into Its 2nd Century Project Advancement Project (Thailand)UNSPECIFIED
Kavli FoundationUNSPECIFIED
NVIDIA CorporationUNSPECIFIED
SuperMicro CorporationUNSPECIFIED
Robert A. Welch FoundationC-1845
Weston Havens FoundationUNSPECIFIED
Subject Keywords:Large detector-systems performance; Pattern recognition, cluster finding, calibration and fitting methods
Issue or Number:10
Record Number:CaltechAUTHORS:20201102-103625967
Persistent URL:https://resolver.caltech.edu/CaltechAUTHORS:20201102-103625967
Official Citation:A.M. Sirunyan et al 2020 JINST 15 P10002
Usage Policy:No commercial reproduction, distribution, display or performance rights in this work are provided.
ID Code:106384
Collection:CaltechAUTHORS
Deposited By: Tony Diaz
Deposited On:04 Nov 2020 18:53
Last Modified:04 Nov 2020 18:53

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