Search Results for author: Kilian Lieret

Found 3 papers, 3 papers with code

High Pileup Particle Tracking with Object Condensation

1 code implementation6 Dec 2023 Kilian Lieret, Gage DeZoort, Devdoot Chatterjee, Jian Park, Siqi Miao, Pan Li

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 the computing challenges posed by the HL-LHC.

Edge Classification Object

Clustering of $\bar B\to D^{(*)}τ^-\barν_τ$ kinematic distributions with ClusterKinG

1 code implementation24 Sep 2019 Jason Aebischer, Thomas Kuhr, Kilian Lieret

New Physics can manifest itself in kinematic distributions of particle decays.

High Energy Physics - Phenomenology High Energy Physics - Experiment

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