Optimisation of large-radius jet reconstruction for the ATLAS detector in 13 TeV proton–proton collisions
Creators: name: Aad, G.
name: Abbott, B.
name: Abbott, D. C.
name: Abud, A. Abed
name: Abeling, K.
name: Abhayasinghe, D. K.
name: Abidi, S. H.
name: AbouZeid, O. S.
name: Abraham, N. L.
name: Abramowicz, H.
name: Abreu, H.
name: Abulaiti, Y.
name: Acharya, B. S.
name: Achkar, B.
name: Adam, L.
name: Bourdarios, C. Adam
name: Adamczyk, L.
name: Adamek, L.
name: Adelman, J.
name: Adersberger, M.
name: Adiguzel, A.
name: Adorni, S.
name: Adye, T.
name: Affolder, A. A.
name: Afik, Y.
name: Agapopoulou, C.
name: Agaras, M. N.
name: Aggarwal, A.
name: Agheorghiesei, C.
name: Aguilar-Saavedra, J. A.
name: Ahmad, A.
name: Ahmadov, F.
name: Ahmed, W. S.
name: Ai, X.
name: Aielli, G.
name: Akatsuka, S.
name: Akbiyik, M.
name: Åkesson, T. P. A.
name: Akilli, E.
name: Akimov, A. V.
name: Al Khoury, K.
name: Alberghi, G. L.
name: Albert, J.
name: Verzini, M. J. Alconada
name: Alderweireldt, S.
name: Aleksa, M.
name: Aleksandrov, I. N.
name: Alexa, C.
name: Alexopoulos, T.
name: Alfonsi, A.
name: Alfonsi, F.
name: Alhroob, M.
name: Ali, B.
name: Ali, S.
name: Aliev, M.
name: Alimonti, G.
name: Allaire, C.
name: Allbrooke, B. M. M.
name: Allen, B. W.
name: Allport, P. P.
name: Aloisio, A.
name: Alonso, F.
name: Alpigiani, C.
name: Camelia, E. Alunno
name: Estevez, M. Alvarez
name: Alviggi, M. G.
name: Coutinho, Y. Amaral
name: Ambler, A.
name: Ambroz, L.
name: Amelung, C.
name: Amidei, D.
name: Santos, S. P. Amor Dos
name: Amoroso, S.
name: Amrouche, C. S.
name: An, F.
name: Anastopoulos, C.
name: Andari, N.
name: Andeen, T.
name: Anders, J. K.
name: Andrean, S. Y.
name: Andreazza, A.
name: Andrei, V.
name: Anelli, C. R.
name: Angelidakis, S.
name: Angerami, A.
name: Anisenkov, A. V.
name: Annovi, A.
name: Antel, C.
name: Anthony, M. T.
name: Antipov, E.
name: Antonelli, M.
name: Antrim, D. J. A.
name: Anulli, F.
name: Aoki, M.
name: Pozo, J. A. Aparisi
name: Aparo, M. A.
name: Bella, L. Aperio
name: Aranzabal, N.
name: Ferraz, V. Araujo
name: Pereira, R. Araujo
name: Arcangeletti, C.
name: Arce, A. T. H.
name: Arduh, F. A.
name: Arguin, J-F.
name: Argyropoulos, S.
name: Arling, J.-H.
name: Armbruster, A. J.
name: Armstrong, A.
name: Arnaez, O.
name: Arnold, H.
name: Tame, Z. P. Arrubarrena
name: Artoni, G.
name: Asada, H.
name: Asai, K.
name: Asai, S.
name: Asawatavonvanich, T.
name: Asbah, N.
name: Asimakopoulou, E. M.
name: Asquith, L.
name: Assahsah, J.
name: Assamagan, K.
name: Astalos, R.
name: Atkin, R. J.
name: Atkinson, M.
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Publisher: name: Apollo - University of Cambridge Repository
Year: 2021
Subjects: Regular Article - Experimental Physics

description: Abstract: Jet substructure has provided new opportunities for searches and measurements at the LHC, and has seen continuous development since the optimization of the large-radius jet definition used by ATLAS was performed during Run 1. A range of new inputs to jet reconstruction, pile-up mitigation techniques and jet grooming algorithms motivate an optimisation of large-radius jet reconstruction for ATLAS. In this paper, this optimisation procedure is presented, and the performance of a wide range of large-radius jet definitions is compared. The relative performance of these jet definitions is assessed using metrics such as their pileup stability, ability to identify hadronically decaying W bosons and top quarks with large transverse momenta. A new type of jet input object, called a ‘unified flow object’ is introduced which combines calorimeter- and inner-detector-based signals in order to achieve optimal performance across a wide kinematic range. Large-radius jet definitions are identified which significantly improve on the current ATLAS baseline definition, and their modelling is studied using pp collisions recorded by the ATLAS detector at s=13TeV during 2017.