3 citations · 3 across the 5 of their papers we have counts for
5 papers · 1 filter
Collider event distances from the phase space sphere
Nathaniel Craig, Brian Henning, Andrew J. Larkoski +1
Can the distribution of collider events in phase space be used to distinguish the processes that produced them? We present a distance-based classification method that uses the glob…
The FERMIACC: Agents for Particle Theory
Prateek Agrawal, Nathaniel Craig, Amalia Madden +1
We present the FERMIACC, a scaffolded reasoning model built on OpenAI agents designed to autonomously generate and quantitatively validate theory hypotheses for high energy physics…
Loops in supergroups
Nathaniel Craig, Emanuele Gendy, Jessica N. Howard
We study the theory of a scalar in the fundamental representation of the internal supergroup . Remarkably, for its tree-level mass does not receive quantum correct…
Supergroup Symmetries and the Hierarchy Problem
Nathaniel Craig, Emanuele Gendy, Jessica N. Howard
We show that the mass of a scalar field transforming in the fundamental of an supergroup internal symmetry is protected against one-loop corrections from quartic, gauge…
Exploring Optimal Transport for Event-Level Anomaly Detection at the Large Hadron Collider
Nathaniel Craig, Jessica N. Howard, Hancheng Li
Anomaly detection is a promising, model-agnostic strategy to find physics beyond the Standard Model. State-of-the-art machine learning methods offer impressive performance on anoma…