3 papers
physics.ins-det2026
ML for the hKLM at the 2nd Detector
Rowan Kelleher, Anselm Vossen
The present research applies Graph Neural-Networks (GNNs) for energy measurement and particle identification tasks for a proposed second detector at the future Electron Ion Collide…
physics.ins-det2026
Design and Performance Studies of a Granular Thin HCAL-MuID Detector for the EIC Optimized for AI-Based Reconstruction
Rowan Kelleher, Anselm Vossen, William W. Jacobs +4
We describe the design concept and estimated performance of an iron-scintillator sampling calorimeter for the future Electron Ion Collider. The novel aspect of this detector is a m…
physics.data-an2024
Normalizing Flows for Domain Adaptation when Identifying Hyperon Events
Rowan Kelleher, Anselm Vossen
This study focuses on the novel application of a normalizing flow as a method of domain adaptation. Normalizing flows offer a way to transform data points between two different dis…