@article{3192189,
    title = "Pileup mitigation at CMS in 13 TeV data",
    author = "Sirunyan, A. M. and Tumasyan, A. and Adam, W. and Ambrogi, F. and and Bergauer, T. and Brandstetter, J. and Dragicevic, M. and Eroe, J. and and Del Valle, A. Escalante and Flechl, M. and Fruehwirth, R. and Jeitler, and M. and Krammer, N. and Kraetschmer, I and Liko, D. and Madlener, T. and and Mikulec, I and Rad, N. and Schieck, J. and Schoefbeck, R. and Spanring, and M. and Spitzbart, D. and Waltenberger, W. and Wulz, C-E and Zarucki, M. and and Drugakov, V and Mossolov, V and Gonzalez, J. Suarez and Darwish, M. and R. and De Wolf, E. A. and Di Croce, D. and Janssen, X. and Lelek, A. and and Pieters, M. and Sfar, H. Rejeb and Van Haevermaet, H. and Van Mechelen, and P. and Van Putte, S. and Van Remortel, N. and Blekman, F. and Bols, E. and S. and Chhibra, S. 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    journal = "Journal of Instrumentation",
    year = "2020",
    volume = "15",
    number = "9",
    publisher = "IOP Publishing Ltd",
    issn = "1748-0221",
    doi = "10.1088/1748-0221/15/09/P09018",
    keywords = "Calorimeter methods; Calorimeters; Large detector-systems performance",
    abstract = "With increasing instantaneous luminosity at the LHC come additional
reconstruction challenges. At high luminosity, many collisions occur
simultaneously within one proton-proton bunch crossing. The isolation of
an interesting collision from the additional “pileup” collisions is
needed for effective physics performance. In the CMS Collaboration,
several techniques capable of mitigating the impact of these pileup
collisions have been developed. Such methods include charged-hadron
subtraction, pileup jet identification, isospin-based neutral particle
“delta beta” correction, and, most recently, pileup per particle
identification. This paper surveys the performance of these techniques
for jet and missing transverse momentum reconstruction, as well as muon
isolation. The analysis makes use of data corresponding to 35.9 fb(-1)
collected with the CMS experiment in 2016 at a center-of-mass energy of
13 TeV. The performance of each algorithm is discussed for up to 70
simultaneous collisions per bunch crossing. Significant improvements are
found in the identification of pileup jets, the jet energy, mass, and
angular resolution, missing transverse momentum resolution, and muon
isolation when using pileup per particle identification."
}