@article{3032810, title = "Search for new particles in events with energetic jets and large missing transverse momentum in proton-proton collisions at root s=13 TeV", author = "Tumasyan, A. and Adam, W. and Andrejkovic, J. W. and Bergauer, T. and and Chatterjee, S. and Dragicevic, M. and Del Valle, A. Escalante and and Fruhwirth, R. and Jeitler, M. and Krammer, N. and Lechner, L. and Liko, and D. and Mikulec, I and Paulitsch, P. and Pitters, F. M. and Schieck, J. and and Schofbeck, R. and Schwarz, D. and Templ, S. and Waltenberger, W. and and Wulz, C-E and Chekhovsky, V and Litomin, A. and Makarenko, V and and Darwish, M. R. and De Wolf, E. A. and Janssen, T. and Kello, T. and and Lelek, A. and Sfar, H. Rejeb and Van Mechelen, P. and Van Putte, S. and and Van Remortel, N. and Blekman, F. and Bols, E. S. and D'Hondt, J. and and Delcourt, M. and El Faham, H. and Lowette, S. and Moortgat, S. and and Morton, A. and Muller, D. and Sahasransu, A. 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G. and and Fiorendi, S. and Spanier, S. and Bouhali, O. and Dalchenko, M. and and Delgado, A. and Eusebi, R. and Gilmore, J. and Huang, T. and Kamon, T. and and Luo, S. and Malhotra, S. and Mueller, R. and Overton, D. and and Rathjens, D. and Safonov, A. and Akchurin, N. and Damgov, J. and Hegde, and V and Kunori, S. and Lamichhane, K. and Mengke, T. and Muthumuni, S. and and Peltola, T. and Volobouev, I and Whitbeck, A. and Appelt, E. and Greene, and S. and Gurrola, A. and Johns, W. and Melo, A. and Ni, H. and Padeken, K. and and Romeo, F. and Sheldon, P. and Tuo, S. and Velkovska, J. and Arenton, and M. W. and Cox, B. and Cummings, G. and Hakala, J. and Hirosky, R. and and Joyce, M. and Ledovskoy, A. and Li, A. and Neu, C. and Lara, C. E. Perez and and Tannenwald, B. and White, S. and Wolfe, E. and Poudyal, N. and and Black, K. and Bose, T. and Caillol, C. and Dasu, S. and De Bruyn, I and and Everaerts, P. and Fienga, F. and Galloni, C. and He, H. and Herndon, M. and and Herve, A. and Hussain, U. and Lanaro, A. and Loeliger, A. and and Loveless, R. and Sreekala, J. Madhusudanan and Mallampalli, A. and and Mohammadi, A. and Pinna, D. and Savin, A. and Shang, V and Smith, W. H. and and Teague, D. and Trembath-Reichert, S. and Vetens, W. and CMS and Collaboration", journal = "Journal of High Energy Physics", year = "2021", number = "11", publisher = "Springer-Verlag", issn = "1126-6708, 1029-8479", doi = "10.1007/JHEP11(2021)153", keywords = "Beyond Standard Model; Dark matter; Hadron-Hadron scattering (experiments); Higgs physics", abstract = "A search is presented for new particles produced at the LHC in proton-proton collisions at root s = 13 TeV, using events with energetic jets and large missing transverse momentum. The analysis is based on a data sample corresponding to an integrated luminosity of 101 fb(-1), collected in 2017-2018 with the CMS detector. Machine learning techniques are used to define separate categories for events with narrow jets from initial-state radiation and events with large-radius jets consistent with a hadronic decay of a W or Z boson. A statistical combination is made with an earlier search based on a data sample of 36 fb(-1), collected in 2016. No significant excess of events is observed with respect to the standard model background expectation determined from control samples in data. The results are interpreted in terms of limits on the branching fraction of an invisible decay of the Higgs boson, as well as constraints on simplified models of dark matter, on first-generation scalar leptoquarks decaying to quarks and neutrinos, and on models with large extra dimensions. Several of the new limits, specifically for spin-1 dark matter mediators, pseudoscalar mediators, colored mediators, and leptoquarks, are the most restrictive to date." }