Pretrained Event Classification Model for High Energy Physics Analysis

Joshua Ho, Benjamin Ryan Roberts, Shuo Han +1

We introduce a foundation model for event classification in high-energy physics, built on a Graph Neural Network architecture and trained on 120 million simulated proton-proton col…