2 papers
hep-ex2026
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…
physics.data-an2025
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…