Improving topological cluster reconstruction using calorimeter cell timing in ATLAS

Clusters of topologically connected calorimeter cells around cells with large absolute signal-to-noise ratio (topo-clusters) are the basis for calorimeter signal reconstruction in the ATLAS experiment. Topological cell clustering has proven performant in LHC Runs 1 and 2. It is, however, susceptible...

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Hauptverfasser: Abidi, S.H, Agaras, M.N, Arce, A.T.H, Barklow, T, Barr, J.D, Bendebba, F, Bianco, G, Biondini, A, Bold, T, Bruscino, N, Campanelli, M, Catinaccio, A, Cavaliere, V, Cetin, S.A, Chen, A, Clark, A, Damp, J, Djuvsland, J.I, Donadelli, M, Donini, J, Drozdova, M, Ducu, O.A, Dyckes, G.I, Dziedzic, B.S, Ellajosyula, V, Giannelli, M.F, Feng, M, Fisher, W.C, Garcia-Sciveres, M, Gaudio, G, Gavrilenko, I.L, Gee, C.M, Gentile, S, Giagu, S, Gledhill, G.R, Godin, D, Gomes, A, Fernandez, S.G, Rojas, J.G.R.G, Gwenlan, C, Harenberg, T, He, F, Hirose, M, Hoecker, A, Huang, Y, Huegging, F, Imam, H, Jia, J, Kamenshchikov, A, Kaya, F.I, Kazanin, V.F, Kepka, O, Kerševan, B.P, Kingston, M.K, Klein, C, Klein, M, Kruchonak, U, Lahbabi, F.Z, Lazaridou, R, Lebedev, A, Li, B, Li, X, Liu, J.B, Lou, X, Donell, D.M.M, Massa, L, Mazza, M, Montereali, F, Morvaj, L, Nisius, R, Norman, B.J, Ohm, C.C, Pollock, Z.B, Proto, G, Ragusa, F, Rasheed, H, Ripellino, G, Roggel, J, Rosser, B.J, Ruggiero, A, Sekula, S.J, Serin, L, Sheppard, D.J, Shlomi, J, Sili, F, Sioli, M, Smith, R, Solovieva, K, Sonneveld, J.M, Su, D, Sultansoy, S, Taylor, G.N, Pastor, E.T, Usai, G, Valentinetti, S, Vermeulen, J.C, Wagner, J.M, White, A, Zhong, D, Zhuang, X
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Zusammenfassung:Clusters of topologically connected calorimeter cells around cells with large absolute signal-to-noise ratio (topo-clusters) are the basis for calorimeter signal reconstruction in the ATLAS experiment. Topological cell clustering has proven performant in LHC Runs 1 and 2. It is, however, susceptible to out-of-time pile-up of signals from soft collisions outside the 25 ns proton-bunch-crossing window associated with the event’s hard collision. To reduce this effect, a calorimeter-cell timing criterion was added to the signal-to-noise ratio requirement in the clustering algorithm. Multiple versions of this criterion were tested by reconstructing hadronic signals in simulated events and Run 2 ATLAS data. The preferred version is found to reduce the out-of-time pile-up jet multiplicity by ∼50% for jet pT ∼ 20 GeV and by ∼80% for jet pT 50 GeV, while not disrupting the reconstruction of hadronic signals of interest, and improving the jet energy resolution by up to 5% for 20 < pT < 30 GeV. Pile-up is also suppressed for other physics objects based on topo-clusters (electrons, photons, τ -leptons), reducing the overall event size on disk by about 6% in early Run 3 pileup conditions. Offline reconstruction for Run 3 includes the timing requirement.
DOI:10.1140/epjc/s10052-024-12657-1