2 papers
cs.LG2024
TrackSorter: A Transformer-based sorting algorithm for track finding in High Energy Physics
Yash Melkani, Xiangyang Ju
Track finding in particle data is a challenging pattern recognition problem in High Energy Physics. It takes as inputs a point cloud of space points and labels them so that space p…
hep-ph2024
A Language Model for Particle Tracking
Andris Huang, Yash Melkani, Paolo Calafiura +4
Particle tracking is crucial for almost all physics analysis programs at the Large Hadron Collider. Deep learning models are pervasively used in particle tracking related tasks. Ho…