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physics.ins-det2023★ 9 cited
Heterogeneous Graph Neural Network for Identifying Hadronically Decayed Tau Leptons at the High Luminosity LHC
Andris Huang, Xiangyang Ju, Jacob Lyons +3
We present a new algorithm that identifies reconstructed jets originating from hadronic decays of tau leptons against those from quarks or gluons. No tau lepton reconstruction algo…
physics.ins-det2020★ 9 cited
Beyond 4D Tracking: Using Cluster Shapes for Track Seeding
Patrick J. Fox, Shangqing Huang, Joshua Isaacson +2
Tracking is one of the most time consuming aspects of event reconstruction at the Large Hadron Collider (LHC) and its high-luminosity upgrade (HL-LHC). Innovative detector technolo…