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Title: An embedding technique to determine $$\tau\tau$$ backgrounds in proton-proton collision data

Abstract

An embedding technique is presented to estimate standard model $$\tau\tau$$ backgrounds from data with minimal simulation input. In the data, the muons are removed from reconstructed $$\mu\mu$$ events and replaced with simulated tau leptons with the same kinematic properties. In this way a set of hybrid events is obtained that does not rely on simulation except for the decay of the tau leptons. The challenges in describing the underlying event or the production of associated jets in the simulation are avoided. The technique described in this paper was developed for CMS. Its validation and the inherent uncertainties are also discussed. The demonstration of the performance of the technique is based on a sample of proton-proton collisions collected by CMS in 2017 at $$\sqrt{s}=$$ 13 TeV corresponding to an integrated luminosity of 41.5 fb$$^{-1}$$.

Authors:
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Publication Date:
Research Org.:
Fermi National Accelerator Lab. (FNAL), Batavia, IL (United States); Lawrence Livermore National Lab. (LLNL), Livermore, CA (United States)
Sponsoring Org.:
USDOE Office of Science (SC), High Energy Physics (HEP) (SC-25)
Contributing Org.:
The CMS Collaboration
OSTI Identifier:
1503013
Report Number(s):
FERMILAB-PUB-19-123-CMS; arXiv:1903.01216; CMS-TAU-18-001; CERN-EP-2019-012
Journal ID: ISSN 1748-0221; 1723259
Grant/Contract Number:  
AC02-07CH11359
Resource Type:
Accepted Manuscript
Journal Name:
Journal of Instrumentation
Additional Journal Information:
Journal Volume: 14; Journal Issue: 06; Journal ID: ISSN 1748-0221
Publisher:
Institute of Physics (IOP)
Country of Publication:
United States
Language:
English
Subject:
46 INSTRUMENTATION RELATED TO NUCLEAR SCIENCE AND TECHNOLOGY; 72 PHYSICS OF ELEMENTARY PARTICLES AND FIELDS; Pattern recognition; cluster finding; calibration and fitting methods; Performance of High Energy Physics Detectors

Citation Formats

Sirunyan, A. M., Tumasyan, A., Adam, W., Ambrogi, F., Asilar, E., Bergauer, T., Brandstetter, J., Dragicevic, M., Erö, J., Valle, A. Escalante Del, Flechl, M., Frühwirth, R., Ghete, V. M., Hrubec, J., Jeitler, M., Krammer, N., Krätschmer, I., Liko, D., Madlener, T., Mikulec, I., Rad, N., Rohringer, H., Schieck, J., Schöfbeck, R., Spanring, M., Spitzbart, D., Waltenberger, W., Wittmann, J., Wulz, C. -E., Zarucki, M., Chekhovsky, V., Mossolov, V., Gonzalez, J. Suarez, Wolf, E. A. De, Croce, D. Di, Janssen, X., Lauwers, J., Lelek, A., Pieters, M., Haevermaet, H. Van, Mechelen, P. Van, Remortel, N. Van, Blekman, F., D'Hondt, J., Clercq, J. De, Deroover, K., Flouris, G., Lontkovskyi, D., Lowette, S., Marchesini, I., Moortgat, S., Moreels, L., Python, Q., Skovpen, K., Tavernier, S., Doninck, W. Van, Mulders, P. Van, Parijs, I. Van, Beghin, D., Bilin, B., Brun, H., Clerbaux, B., Lentdecker, G. De, Delannoy, H., Dorney, B., Fasanella, G., Favart, L., Grebenyuk, A., Kalsi, A. K., Luetic, J., Popov, A., Postiau, N., Starling, E., Thomas, L., Velde, C. Vander, Vanlaer, P., Vannerom, D., Wang, Q., Cornelis, T., Dobur, D., Fagot, A., Gul, M., Khvastunov, I., Roskas, C., Trocino, D., Tytgat, M., Verbeke, W., Vermassen, B., Vit, M., Zaganidis, N., Bakhshiansohi, H., Bondu, O., Bruno, G., Caputo, C., David, P., Delaere, C., Delcourt, M., Giammanco, A., Krintiras, G., Lemaitre, V., Magitteri, A., Piotrzkowski, K., Saggio, A., Marono, M. Vidal, Vischia, P., Zobec, J., Alves, F. L., Alves, G. A., Silva, G. Correia, Hensel, C., Moraes, A., Pol, M. E., Teles, P. Rebello, Chagas, E. Belchior Batista Das, Carvalho, W., Chinellato, J., Coelho, E., Costa, E. M. Da, Silveira, G. G. Da, Damiao, D. De Jesus, Martins, C. De Oliveira, Souza, S. Fonseca De, Guativa, L. M. Huertas, Malbouisson, H., Figueiredo, D. Matos, Almeida, M. Melo De, Herrera, C. Mora, Mundim, L., Nogima, H., Silva, W. L. Prado Da, Rosas, L. J. Sanchez, Santoro, A., Sznajder, A., Thiel, M., Manganote, E. J. Tonelli, Araujo, F. Torres Da Silva De, Pereira, A. Vilela, Ahuja, S., Bernardes, C. A., Calligaris, L., Tomei, T. R. Fernandez Perez, Gregores, E. M., Mercadante, P. G., Novaes, S. F., Padula, SandraS., Aleksandrov, A., Hadjiiska, R., Iaydjiev, P., Marinov, A., Misheva, M., Rodozov, M., Shopova, M., Sultanov, G., Dimitrov, A., Litov, L., Pavlov, B., Petkov, P., Fang, W., Gao, X., Yuan, L., Ahmad, M., Bian, J. G., Chen, G. M., Chen, H. S., Chen, M., Chen, Y., Jiang, C. H., Leggat, D., Liao, H., Liu, Z., Shaheen, S. M., Spiezia, A., Tao, J., Yazgan, E., Zhang, H., Zhang, S., Zhao, J., Ban, Y., Chen, G., Levin, A., Li, J., Li, L., Li, Q., Mao, Y., Qian, S. J., Wang, D., Wang, Y., Avila, C., Cabrera, A., Montoya, C. A. Carrillo, Sierra, L. F. Chaparro, Florez, C., Hernández, C. F. González, Delgado, M. A. Segura, Godinovic, N., Lelas, D., Puljak, I., Sculac, T., Antunovic, Z., Kovac, M., Brigljevic, V., Ferencek, D., Kadija, K., Mesic, B., Roguljic, M., Starodumov, A., Susa, T., Ather, M. W., Attikis, A., Kolosova, M., Mavromanolakis, G., Mousa, J., Nicolaou, C., Ptochos, F., Razis, P. A., Rykaczewski, H., Finger, M., Jr., M. Finger, Ayala, E., Jarrin, E. Carrera, Kamel, A. Ellithi, Mahmoud, M. A., Salama, E., Bhowmik, S., Oliveira, A. Carvalho Antunes De, Dewanjee, R. K., Ehataht, K., Kadastik, M., Raidal, M., Veelken, C., Eerola, P., Kirschenmann, H., Pekkanen, J., Voutilainen, M., Havukainen, J., Heikkilä, J. K., Järvinen, T., Karimäki, V., Kinnunen, R., Lampén, T., Lassila-Perini, K., Laurila, S., Lehti, S., Lindén, T., Luukka, P., Mäenpää, T., Siikonen, H., Tuominen, E., Tuominiemi, J., Tuuva, T., Besancon, M., Couderc, F., Dejardin, M., Denegri, D., Faure, J. L., Ferri, F., Ganjour, S., Givernaud, A., Gras, P., de Monchenault, G. 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Van, Walsh, R., Wen, Y., Wichmann, K., Wissing, C., Zenaiev, O., Aggleton, R., Bein, S., Benato, L., Benecke, A., Blobel, V., Dreyer, T., Ebrahimi, A., Garutti, E., Gonzalez, D., Gunnellini, P., Haller, J., Hinzmann, A., Karavdina, A., Kasieczka, G., Klanner, R., Kogler, R., Kovalchuk, N., Kurz, S., Kutzner, V., Lange, J., Marconi, D., Multhaup, J., Niedziela, M., Niemeyer, C. E. N., Nowatschin, D., Perieanu, A., Reimers, A., Rieger, O., Scharf, C., Schleper, P., Schumann, S., Schwandt, J., Sonneveld, J., Stadie, H., Steinbrück, G., Stober, F. M., Stöver, M., Vormwald, B., Zoi, I., Akbiyik, M., Barth, C., Baselga, M., Baur, S., Bechtel, J., Brommer, S., Butz, E., Caspart, R., Chwalek, T., Colombo, F., Boer, W. De, Dierlamm, A., Morabit, K. El, Faltermann, N., Freund, B., Giffels, M., Gottmann, A., Harrendorf, M. A., Hartmann, F., Heindl, S. M., Husemann, U., Katkov, I., Kudella, S., Mitra, S., Mozer, M. 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L., Ujvari, B., Choudhury, S., Komaragiri, J. R., Tiwari, P. C., Bahinipati, S., Kar, C., Mal, P., Nayak, A., Chowdhury, S. Roy, Sahoo, D. K., Swain, S. K., Bansal, S., Beri, S. B., Bhatnagar, V., Chauhan, S., Chawla, R., Dhingra, N., Gupta, R., Kaur, A., Kaur, M., Kaur, S., Kumari, P., Lohan, M., Meena, M., Sandeep, K., Sharma, S., Singh, J. B., Virdi, A. K., Walia, G., Bhardwaj, A., Choudhary, B. C., Garg, R. B., Gola, M., Keshri, S., Kumar, Ashok, Malhotra, S., Naimuddin, M., Priyanka, P., Ranjan, K., Shah, Aashaq, Sharma, R., Bhardwaj, R., Bharti, M., Bhattacharya, R., Bhattacharya, S., Bhawandeep, U., Bhowmik, D., Dey, S., Dutt, S., Dutta, S., Ghosh, S., Maity, M., Mondal, K., Nandan, S., Purohit, A., Rout, P. K., Roy, A., Saha, G., Sarkar, S., Sarkar, T., Sharan, M., Singh, B., Thakur, S., Behera, P. K., Muhammad, A., Chudasama, R., Dutta, D., Jha, V., Kumar, V., Mishra, D. K., Netrakanti, P. K., Pant, L. M., Shukla, P., Suggisetti, P., Aziz, T., Bhat, M. A., Dugad, S., Mohanty, G. B., Sur, N., Banerjee, S., Bhattacharya, S., Chatterjee, S., Das, P., Guchait, M., Jain, Sa., Karmakar, S., Kumar, S., Majumder, G., Mazumdar, K., Sahoo, N., Chauhan, S., Dube, S., Hegde, V., Kapoor, A., Kothekar, K., Pandey, S., Rane, A., Rastogi, A., Sharma, S., Chenarani, S., Tadavani, E. Eskandari, Etesami, S. M., Khakzad, M., Najafabadi, M. Mohammadi, Naseri, M., Hosseinabadi, F. Rezaei, Safarzadeh, B., Zeinali, M., Felcini, M., Grunewald, M., Abbrescia, M., Calabria, C., Colaleo, A., Creanza, D., Cristella, L., Filippis, N. De, Palma, M. De, Florio, A. Di, Errico, F., Fiore, L., Gelmi, A., Iaselli, G., Ince, M., Lezki, S., Maggi, G., Maggi, M., Miniello, G., My, S., Nuzzo, S., Pompili, A., Pugliese, G., Radogna, R., Ranieri, A., Selvaggi, G., Sharma, A., Silvestris, L., Venditti, R., Verwilligen, P., Abbiendi, G., Battilana, C., Bonacorsi, D., Borgonovi, L., Braibant-Giacomelli, S., Campanini, R., Capiluppi, P., Castro, A., Cavallo, F. R., Chhibra, S. 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@article{osti_1503013,
title = {An embedding technique to determine $\tau\tau$ backgrounds in proton-proton collision data},
author = {Sirunyan, A. M. and Tumasyan, A. and Adam, W. and Ambrogi, F. and Asilar, E. and Bergauer, T. and Brandstetter, J. and Dragicevic, M. and Erö, J. and Valle, A. Escalante Del and Flechl, M. and Frühwirth, R. and Ghete, V. M. and Hrubec, J. and Jeitler, M. and Krammer, N. and Krätschmer, I. and Liko, D. and Madlener, T. and Mikulec, I. and Rad, N. and Rohringer, H. and Schieck, J. and Schöfbeck, R. and Spanring, M. and Spitzbart, D. and Waltenberger, W. and Wittmann, J. and Wulz, C. -E. and Zarucki, M. and Chekhovsky, V. and Mossolov, V. and Gonzalez, J. Suarez and Wolf, E. A. De and Croce, D. Di and Janssen, X. and Lauwers, J. and Lelek, A. and Pieters, M. and Haevermaet, H. Van and Mechelen, P. Van and Remortel, N. Van and Blekman, F. and D'Hondt, J. and Clercq, J. De and Deroover, K. and Flouris, G. and Lontkovskyi, D. and Lowette, S. and Marchesini, I. and Moortgat, S. and Moreels, L. and Python, Q. and Skovpen, K. and Tavernier, S. and Doninck, W. Van and Mulders, P. Van and Parijs, I. Van and Beghin, D. and Bilin, B. and Brun, H. and Clerbaux, B. and Lentdecker, G. De and Delannoy, H. and Dorney, B. and Fasanella, G. and Favart, L. and Grebenyuk, A. and Kalsi, A. K. and Luetic, J. and Popov, A. and Postiau, N. and Starling, E. and Thomas, L. and Velde, C. Vander and Vanlaer, P. and Vannerom, D. and Wang, Q. and Cornelis, T. and Dobur, D. and Fagot, A. and Gul, M. and Khvastunov, I. and Roskas, C. and Trocino, D. and Tytgat, M. and Verbeke, W. and Vermassen, B. and Vit, M. and Zaganidis, N. and Bakhshiansohi, H. and Bondu, O. and Bruno, G. and Caputo, C. and David, P. and Delaere, C. and Delcourt, M. and Giammanco, A. and Krintiras, G. and Lemaitre, V. and Magitteri, A. and Piotrzkowski, K. and Saggio, A. and Marono, M. Vidal and Vischia, P. and Zobec, J. and Alves, F. L. and Alves, G. A. and Silva, G. Correia and Hensel, C. and Moraes, A. and Pol, M. E. and Teles, P. Rebello and Chagas, E. 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abstractNote = {An embedding technique is presented to estimate standard model $\tau\tau$ backgrounds from data with minimal simulation input. In the data, the muons are removed from reconstructed $\mu\mu$ events and replaced with simulated tau leptons with the same kinematic properties. In this way a set of hybrid events is obtained that does not rely on simulation except for the decay of the tau leptons. The challenges in describing the underlying event or the production of associated jets in the simulation are avoided. The technique described in this paper was developed for CMS. Its validation and the inherent uncertainties are also discussed. The demonstration of the performance of the technique is based on a sample of proton-proton collisions collected by CMS in 2017 at $\sqrt{s}=$ 13 TeV corresponding to an integrated luminosity of 41.5 fb$^{-1}$.},
doi = {10.1088/1748-0221/14/06/P06032},
journal = {Journal of Instrumentation},
number = 06,
volume = 14,
place = {United States},
year = {2019},
month = {6}
}

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