Topology classification with deep learning to improve real-time event selection at the LHC

Thong Q. Nguyen, Daniel Weitekamp, Dustin Anderson +5

We show how event topology classification based on deep learning could be used to improve the purity of data samples selected in real time at at the Large Hadron Collider. We consi…