most citedTrackFormers: In Search of Transformer-Based Particle Tracking for the High-Luminosity LHC Era

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hep-ex2024★ 1 cited

TrackFormers: In Search of Transformer-Based Particle Tracking for the High-Luminosity LHC Era

Sascha Caron, Nadezhda Dobreva, Antonio Ferrer Sánchez +5

High-Energy Physics experiments are facing a multi-fold data increase with every new iteration. This is certainly the case for the upcoming High-Luminosity LHC upgrade. Such increa…

hep-ex2024

Novel Approaches for ML-Assisted Particle Track Reconstruction and Hit Clustering

Uraz Odyurt, Nadezhda Dobreva, Zef Wolffs +6

Track reconstruction is a vital aspect of High-Energy Physics (HEP) and plays a critical role in major experiments. In this study, we delve into unexplored avenues for particle tra…