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Talk12 min

Ruiyang Xie

Ruiyang Xie · CERN

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About

In modern high-energy physics experiments like ATLAS, the trigger system plays a crucial role in selecting which events are saved for further analysis. Traditionally, these triggers are designed to capture well-understood Standard Model signatures. However, rare or unexpected signals may evade such targeted selections.

This project focuses on calibrating a novel anomaly detection (AD) trigger—a powerful tool designed to tag unusual events that don't necessarily fit into pre-defined physics categories. I will walk you through how we study its behavior, identify overlaps with standard triggers, and build a calibration framework that will help reduce systematic uncertainties in future BSM searches..

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The talk

  1. Ruiyang Xie 2025-08-07 · 12 min · CERN's player

Credits and licence

Institution
CERN
Department
Summer Student Lecture Programme General
Speaker
Ruiyang Xie
Year
2025
Language
English
Source
CERN
Licence
CERN, as CERN states it. CERN's terms
Attribution
© CERN. CERN provides its audiovisual media free of charge for educational and informational use, credited to CERN; this lecture is shown in CERN's own player.
Who can watch
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