8 papers
Scalable AI-assisted Workflow Management for Detector Design Optimization Using Distributed Computing
Derek Anderson, Amit Bashyal, Markus Diefenthaler +13
The Production and Distributed Analysis (PanDA) system, originally developed for the ATLAS experiment at the CERN Large Hadron Collider (LHC), has evolved into a robust platform fo…
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…
Impact of Future Dihadron Production Measurements on the Transversity Distributions and Tensor Charges of the Nucleon
Yorgo Sawaya, Christina Cocuzza, Gregory Matousek +6
We assess the impact of future measurements of dihadron production in semi-inclusive deep-inelastic scattering from the CLAS12 and proposed SoLID experiments at Jefferson Lab, as w…
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…
Longitudinal Spin Transfer to Hyperons in Semi-Inclusive Deep Inelastic Scattering with CLAS12
M. McEneaney, A. Vossen
The polarization of hyperons is preserved in the angular distribution of their decay products. This property allows one to study the spin structure of the . In Semi-Inclus…
A Second EIC Detector: Physics Case and Conceptual Design
Jihee Kim, Cheuk-Ping Wong, Thomas Ullrich +18
This document is the closeout report for LDRD 23-050, a type-A LDRD project awarded in FY2022 under the title "A Second EIC Detector: Physics Case and Conceptual Design". The proje…