77 citations · 86 across the 7 of their papers we have counts for
8 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…
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…
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…
Artificial Intelligence for the Electron Ion Collider (AI4EIC)
C. Allaire, R. Ammendola, E. -C. Aschenauer +92
The Electron-Ion Collider (EIC), a state-of-the-art facility for studying the strong force, is expected to begin commissioning its first experiments in 2028. This is an opportune t…
Domain-Adversarial Graph Neural Networks for Hyperon Identification with CLAS12
Matthew McEneaney, Anselm Vossen
Machine learning methods and in particular Graph Neural Networks (GNNs) have revolutionized many tasks within the high energy physics community. We report on the novel use of GNNs…
Precision Studies of QCD in the Low Energy Domain of the EIC
V. Burkert, L. Elouadrhiri, A. Afanasev +11
The manuscript focuses on the high impact science of the EIC with objective to identify a portion of the science program for QCD precision studies that requires or greatly benefits…
ATHENA Detector Proposal -- A Totally Hermetic Electron Nucleus Apparatus proposed for IP6 at the Electron-Ion Collider
ATHENA Collaboration, J. Adam, L. Adamczyk +433
ATHENA has been designed as a general purpose detector capable of delivering the full scientific scope of the Electron-Ion Collider. Careful technology choices provide fine trackin…
Longitudinal Spin Transfer to Hyperons in CLAS12
Matthew McEneaney
Using the self-analyzing decay of the , the longitudinal spin transfer to the hyperon from a polarized electron beam scattering off an unpolarized proton target can be…