Improving tracking algorithms with machine learning: a case for line-segment tracking at the High Luminosity LHC

Jonathan Guiang, Slava Krutelyov, Manos Vourliotis +10

In this work, we present a study on ways that tracking algorithms can be improved with machine learning (ML). We base this study on the line segment tracking (LST) algorithm that w…