1.3k citations · 10.5k across the 138 of their papers we have counts for
3 papers · 1 filter
Minimising Event Size, Maximising Physics: Inclusive Particle Isolation for LHCb's Run 3
Marta Calvi, Tommaso Fulghesu, George Hallett +12
The Run 3 of the LHC brings unprecedented luminosity and a surge in data volume to the LHCb detector, necessitating a critical reduction in the size of each reconstructed event wit…
A framework and implementation for data-driven trigger efficiency estimation at LHCb
Johannes Albrecht, James Andrew Gooding, Maxim Lysenko +3
Estimations of trigger efficiencies are essential to modern particle physics analyses. A data-driven method provides a framework in which to estimate these efficiencies from the pr…
Scalable Multi-Task Learning for Particle Collision Event Reconstruction with Heterogeneous Graph Neural Networks
William Sutcliffe, Marta Calvi, Simone Capelli +5
The growing luminosity frontier at the Large Hadron Collider is challenging the reconstruction and analysis of particle collision events. Increased particle multiplicities are stra…