Hits to Higgs: Hit-Level Higgs Classification from Raw LHC Detector Data Using Higgsformer

Sascha Caron, Polina Moskvitina, Roberto Ruiz de Austri +1

We present Higgsformer, a transformer-based architecture that classifies Higgs events at the Large Hadron Collider directly from raw inner tracker hits, bypassing the traditional r…