69 citations · 317 across the 47 of their papers we have counts for
21 papers · 1 filter
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…
Deep(er) Reconstruction of Imaging Cherenkov Detectors with Swin Transformers and Normalizing Flow Models
Cristiano Fanelli, James Giroux, Justin Stevens
Imaging Cherenkov detectors are crucial for particle identification (PID) in nuclear and particle physics experiments. Fast reconstruction algorithms are essential for near real-ti…
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…
Design of the ECCE Detector for the Electron Ion Collider
J. K. Adkins, Y. Akiba, A. Albataineh +274
The EIC Comprehensive Chromodynamics Experiment (ECCE) detector has been designed to address the full scope of the proposed Electron Ion Collider (EIC) physics program as presented…
Detector Requirements and Simulation Results for the EIC Exclusive, Diffractive and Tagging Physics Program using the ECCE Detector Concept
A. Bylinkin, C. T. Dean, S. Fegan +272
This article presents a collection of simulation studies using the ECCE detector concept in the context of the EIC's exclusive, diffractive, and tagging physics program, which aims…
Open Heavy Flavor Studies for the ECCE Detector at the Electron Ion Collider
X. Li, J. K. Adkins, Y. Akiba +276
The ECCE detector has been recommended as the selected reference detector for the future Electron-Ion Collider (EIC). A series of simulation studies have been carried out to valida…