Quantum Generative Adversarial Networks For Anomaly Detection In High Energy Physics

Understand

The standard model (SM) of particle physics represents a theoretical paradigm for the description of the fundamental forces of nature.

• Despite its broad applicability, the SM does not enable the description of all physically possible events.
• The detection of events that cannot be described by the SM, which are typically referred to as anomalous, and the related potential discovery of exotic physical phenomena is a non-trivial task.
• The challenge becomes even greater with next-generation colliders that will produce even more events with additional levels of complexity.