2 papers
hep-ex2026
PhyGHT: Physics-Guided HyperGraph Transformer for Signal Purification at the HL-LHC
Mohammed Rakib, Luke Vaughan, Shivang Patel +3
The High-Luminosity Large Hadron Collider (HL-LHC) at CERN will produce unprecedented datasets capable of revealing fundamental properties of the universe. However, realizing its d…
hep-ex2025
PileUp Mitigation at the HL-LHC Using Attention for Event-Wide Context
Luke Vaughan, Mohammed Rakib, Shivang Patel +3
The Large Hadron Collider, LHC, collides bunches of protons resulting in multiple interactions that occur practically simultaneously. This creates a pileup effect that distorts phy…