Fast and Precise Learned Charged-Particle Trajectory Regression at the Large Hadron Collider

Jonathan Renusch, Benjamin Huth, Daniel Murnane +9

We propose a training recipe that treats charged-particle trajectory parameter regression on high-energy physics detector data as a sequence-modeling task. Kalman filters and linea…