3 citations · 3 across the 5 of their papers we have counts for
7 papers
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…
A gauge-invariant measure for lattice chiral fermions
Nathaniel Craig
We nonperturbatively construct a gauge-invariant measure for overlap fermions on four-dimensional Euclidean lattices in a class of nonabelian chiral gauge theories that includes th…
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…
Optimal Transport for Particle Classification in LArTPC Neutrino Experiments
David Caratelli, Nathaniel Craig, Chuyue Fang +1
The efficient classification of electromagnetic activity from and electrons remains an open problem in the reconstruction of neutrino interactions in Liquid Argon Time Projec…
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…