Smartpixels: Towards on-sensor inference of charged particle track parameters and uncertainties

Jennet Dickinson, Rachel Kovach-Fuentes, Lindsey Gray +20

The combinatorics of track seeding has long been a computational bottleneck for triggering and offline computing in High Energy Physics (HEP), and remains so for the HL-LHC. Next-g…