| dc.description.abstract | 
Abstract
              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 
                
                  
                
                $${\sim }50\%$$
                
                  
                    ∼
                    50
                    %
                  
                
               for jet 
                
                  
                
                $$p_{\textrm{T}}\sim 20$$
                
                  
                    
                      p
                      T
                    
                    ∼
                    20
                  
                
               GeV and by 
                
                  
                
                $${\sim }80\%$$
                
                  
                    ∼
                    80
                    %
                  
                
               for jet 
                
                  
                
                $$p_{\textrm{T}} \gtrsim 50$$
                
                  
                    
                      p
                      T
                    
                    ≳
                    50
                  
                
               GeV, while not disrupting the reconstruction of hadronic signals of interest, and improving the jet energy resolution by up to 5% for 
                
                  
                
                $$20< p_{\textrm{T}} < 30$$
                
                  
                    20
                    <
                    
                      p
                      T
                    
                    <
                    30
                  
                
               GeV. Pile-up is also suppressed for other physics objects based on topo-clusters (electrons, photons, 
                
                  
                
                $$\tau $$
                
                  τ
                
              -leptons), reducing the overall event size on disk by about 
                
                  
                
                $$6\%$$
                
                  
                    6
                    %
                  
                
               in early Run 3 pile-up conditions. Offline reconstruction for Run 3 includes the timing requirement. | 
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