Configuration, Performance, and Commissioning of the ATLAS 𝒃�-jet Triggers for the 2022 and 2023 LHC data-taking periods

Abstract

In 2022 and 2023, the Large Hadron Collider produced approximately two billion hadronicinteractions each second from bunches of protons that collide at a rate of 40 MHz. The ATLAS triggersystem is used to reduce this rate to a few kHz for recording. Selections based on hadronic jets,their energy, and event topology reduce the rate to O(10) kHz while maintaining high efficienciesfor important signatures resulting in 𝑏-quarks, but to reach the desired recording rate of hundreds ofHz, additional real-time selections based on the identification of jets containing 𝑏-hadrons (𝑏-jets)are employed to achieve low thresholds on the jet transverse momentum at the High-Level Trigger.The configuration, commissioning, and performance of the real-time ATLAS 𝑏-jet identificationalgorithms for the early LHC Run 3 collision data are presented. These recent developments providesubstantial gains in signal efficiency for critical signatures; for the Standard Model production ofHiggs boson pairs, a 50% improvement in selection efficiency is observed in final states with four𝑏-quarks or two 𝑏-quarks and two hadronically decaying 𝜏-leptons.