52 citations · 165 across the 14 of their papers we have counts for
Showing 2023 · physics.data-anShow all
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physics.data-an2023★ 2 cited
High Pileup Particle Tracking with Object Condensation
Kilian Lieret, Gage DeZoort, Devdoot Chatterjee +3
Recent work has demonstrated that graph neural networks (GNNs) can match the performance of traditional algorithms for charged particle tracking while improving scalability to meet…
physics.data-an2023
An Object Condensation Pipeline for Charged Particle Tracking at the High Luminosity LHC
Kilian Lieret, Gage DeZoort
Recent work has demonstrated that graph neural networks (GNNs) trained for charged particle tracking can match the performance of traditional algorithms while improving scalability…