papers
Publications (3)
hep-ex2025
New Physics Search at the CEPC: a General Perspective
Xiaocong Ai, Stefan Antusch, Peter Athron +211
The Circular Electron-Positron Collider (CEPC), a proposed next-generation Higgs factory, provides new opportunities to explore physics beyond the Standard Model (SM). With its cle…
hep-ex2024
Trees versus Neural Networks for enhancing tau lepton real-time selection in proton-proton collisions
Maayan Yaary, Uriel Barron, Luis Pascual DomÃnguez +4
This paper introduces supervised learning techniques for real-time selection (triggering) of hadronically decaying tau leptons in proton-proton colliders. By implementing classic m…
hep-ex2024
Neural networks for boosted di- identification
Nadav Tamir, Ilan Bessudo, Boping Chen +2
We train several neural networks and boosted decision trees to discriminate fully-hadronic boosted di- topologies against background QCD jets, using calorimeter and tracking in…