Decorrelation of neural networks from particle lifetimes in the LHCb topological $b$ trigger

Johannes Albrecht, Alessandro Bertolin, James Connaughton +13

The LHCb topological beauty trigger is the primary set of algorithms for selecting collision events containing $b$-hadrons in the fully software-based LHCb trigger. The algorithms…