Simulated high energy collision in the CMS detector, L. Taylor — CERN PhotoLab

Particle Tracking at CERN with Machine Learning

Could machine learning be used in high energy physics for discovering and characterizing new particles?

TrackML was a Kaggle competition in 2018 with $25 000 in cash prizes where the challenge was to reconstruct particle tracks from 3D points left in silicon detectors. CERN (the European Organization for Nuclear…