18 citations · 32 across the 15 of their papers we have counts for
15 papers
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…
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…
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…
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…
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-Inclusiv…
Direct Vertex Reconstruction of Baryons from Hits in CLAS12 using Graph Neural Networks
Keegan Menkce, Matthew McEneaney, Anselm Vossen
Machine learning techniques, including Graph Neural Networks (GNNs), have been used extensively for data analysis in high energy and nuclear physics. Here we report on the use of a…
AI-Assisted Object Condensation Clustering for Calorimeter Shower Reconstruction at CLAS12
Gregory Matousek, Anselm Vossen
Several nuclear physics studies using the CLAS12 detector rely on the accurate reconstruction of neutrons and photons from its forward angle calorimeter system. These studies often…
AI-Assisted Detector Design for the EIC (AID(2)E)
M. Diefenthaler, C. Fanelli, L. O. Gerlach +11
Artificial Intelligence is poised to transform the design of complex, large-scale detectors like the ePIC at the future Electron Ion Collider. Featuring a central detector with add…
Perspectives of Semi-Inclusive Deep-Inelastic Scattering
Anselm Vossen
This contribution highlights some topics addressed by current and future experiments in Semi-Inclusive Deep-Inelastic Scattering. We concentrate on the programs at 12 and 22 GeV at…
Improving Signal Extraction with Domain Adaptation via Normalizing Flows
Rowan Kelleher, Matthew McEneaney, Anselm Vossen
The present study presents a novel application for normalizing flows for domain adaptation. The study investigates the ability of flow based neural networks to improve signal extra…
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…
Photon Classification with Gradient Boosted Trees at CLAS12
Gregory Matousek, Anselm Vossen
Dihadron semi-inclusive deep inelastic scattering (SIDIS) of 10.6 GeV longitudinally polarized electrons off the proton has been measured using the CLAS12 detector at Jefferson Lab…
Probing Nucleons and Nuclei in High Energy Collisions
Christine A. Aidala, Elke Aschenauer, Fatma Aslan +87
This volume is a collection of contributions for the 7-week program "Probing Nucleons and Nuclei in High Energy Collisions" that was held at the Institute for Nuclear Theory in Sea…
Measurement of the branching fraction of at Belle using hadronic tagging in fully reconstructed events
A. Vossen, I. Adachi, K. Adamczyk +157
We report a measurement of the branching fraction of the decay . The analysis uses 772 pairs produced in $e^+e^-\rightarrow Υ(4…