2 papers
hep-ex2026
Distilling Normalizing Flows for Real-Time Anomaly Detection at the LHC
Tara P. A. Tahseen, Noah Clarke Hall, Nikolaos Konstantinidis +1
Normalizing flows are principled anomaly detectors, selecting anomalies using a probabilistic per-event likelihood. Extreme latency and resource constraints have prevented the depl…
hep-ex2025
DECADE: Decorrelated anomaly detection triggers to enhance the low-mass discovery potential of the LHC
Noah Clarke Hall, Nikolaos Konstantinidis
At the ATLAS and CMS experiments at CERN's Large Hadron Collider, the rate of proton-proton collisions far exceeds the rate at which data can be recorded. A real-time event selecti…