3 papers
hep-ex2026
Validating a BDT-based Electron-Positron Identification Algorithm at CLAS12 with Experimental Data
Mariana Tenorio Pita, Pierre Chatagnon, Richard Tyson
This article presents a machine-learning, particle-identification algorithm for electrons and positrons in the CLAS12 experiment. The main objective was to minimize charged-pion co…
physics.ins-det2026
GPT-Based Fast Simulation of CLAS12 Detector Hits via Conditional Autoregressive Generation
Cole Granger, James Giroux, Richard Tyson +2
Modern particles physics experiments have demonstrated an increasing need for fast, high-fidelity detector simulation as detector components have improved and subsequent computatio…
physics.ins-det2025
Online Electron Reconstruction at CLAS12
Richard Tyson, Gagik Gavalian
Online reconstruction is key for monitoring purposes and real time analysis in High Energy and Nuclear Physics experiments. A necessary component of reconstruction algorithms is pa…