Design of a SiPM-on-Tile ZDC for the future EIC and its Performance with Graph Neural Networks

R Milton, SJ Paul, B Schmookler, M Arratia… - arXiv preprint arXiv …, 2024 - arxiv.org
We present a design for a high-granularity zero-degree calorimeter (ZDC) for the upcoming
Electron-Ion Collider (EIC). The design uses SiPM-on-tile technology and features a novel …

Shower separation in five dimensions for highly granular calorimeters using machine learning

S Lai, J Utehs, A Wilhahn, MC Fouz… - Journal of …, 2024 - iopscience.iop.org
To achieve state-of-the-art jet energy resolution for Particle Flow, sophisticated energy
clustering algorithms must be developed that can fully exploit available information to …

Feasibility Study of Measuring Using a High-Granularity Zero-Degree Calorimeter at the Future Electron-Ion Collider

SJ Paul, R Milton, S Morán, B Schmookler… - arXiv preprint arXiv …, 2024 - arxiv.org
Key measurements at the future Electron-Ion Collider (EIC), including first-of-their-kind
studies of kaon structure, require the detection of $\Lambda^ 0$ at forward angles. We …

arXiv: Shower Separation in Five Dimensions for Highly Granular Calorimeters using Machine Learning

S Lai, K Krüger, D Northacker, M De Silva, S Lu… - 2024 - cds.cern.ch
To achieve state-of-the-art jet energy resolution for Particle Flow, sophisticated energy
clustering algorithms must be developed that can fully exploit available information to …