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Physics Performance of the ATLAS GNN4ITk Track Reconstruction Chain

Applying graph-based techniques, and graph neural networks (GNNs) in particular, has been shown to be a promising solution to the high-occupancy track reconstruction problems posed by the upcoming HL- LHC era. Simulations of this environment present noisy, heterogeneous and ambiguous data, which pre...

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Detalles Bibliográficos
Autor principal: Torres, Heberth
Lenguaje:eng
Publicado: 2023
Materias:
Acceso en línea:http://cds.cern.ch/record/2876457