LHC Study of Third-Generation Scalar Leptoquarks with Machine-Learned Likelihoods

Ernesto Arganda, Daniel A. Díaz, Andres D. Perez +2

We study the impact of machine-learning algorithms on LHC searches for leptoquarks in final states with hadronically decaying tau leptons, multiple $b$-jets, and large missing tran…