The GNN4ITk reconstruction chain.

Physics Performance of the ATLAS GNN4ITk Track Reconstruction Chain

This paper presents an algorithm based on Graph Neural Network for charged-particle track reconstruction in the ATLAS Inner Tracker. Using realistic simulation data, we demonstrate the performance of the algorithm in comparison with the state-of-the-art technique.

May 2024 · Sylvain Caillou, Paolo Calafiura, Xiangyang Ju, Daniel Murnane, Tuan Pham, Charline Rougier, Jan Stark, Alexis Vallier