A Language Model for Particle Tracking

Understand

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.
• However, the current practice is to design and train one deep learning model for one task with supervised learning techniques.
• The trained models work well for tasks they are trained on but show no or little generalization capabilities.