Charged particle reconstruction in CLAS12 using Machine Learning

P Thomadakis, K Garner, G Gavalian… - Computer Physics …, 2023 - Elsevier
In this work, we present studies of track parameter reconstruction from raw information in
CLAS12 detector's Drift Chambers, using Machine Learning (ML). We study the resolution of …

J/ψ Near-Threshold Photoproduction off the Proton and Neutron with CLAS12

R Tyson, B McKinnon, DG Ireland - EPJ Web of Conferences, 2023 - epj-conferences.org
Near-threshold J/ψ photoproduction is a key aspect of the physics program at the Thomas
Jefferson National Accelerator Facility (JLab) 12 GeV upgrade due to the wealth of …

Towards Intelligent Runtime Framework for Distributed Heterogeneous Systems

P Thomadakis - 2023 - search.proquest.com
Scientific applications strive for increased memory and computing performance, requiring
massive amounts of data and time to produce results. Applications utilize large-scale …