TrackCore-F: Deploying Transformer-Based Subatomic Particle Tracking on FPGAs

Arjan Blankestijn, Uraz Odyurt, Amirreza Yousefzadeh

The Transformer Machine Learning (ML) architecture has been gaining considerable momentum in recent years. In particular, computational High-Energy Physics tasks such as jet taggin…