2017 Meeting of the APS Division of Particles and Fields (DPF 2017)

Search for vector-like quarks in fully hadronic final states with the ATLAS detector

31 Jul 2017, 18:22

1m

Reception Area (Fermi National Accelerator Laboratory)

Poster Beyond Standard Model Poster Session and Reception

Speaker

Mr Madhuranga Thilakasiri Madugoda Ralalage Don (Oklahoma State University)

Description

This poster is presenting a search for pair produced vector-like quarks decaying in to a fully hadronic final state using 36.1 fb−1 of pp collisions with a center of mass energy of 13 TeV collected by the ATLAS experiment. We consider the decays of pair produced T and B vector-like quarks in to third generation standard model quarks with Higgs boson and gauge bosons W and Z. The analysis uses the variable radius re-clustering algorithm to reconstruct the large-radius jets and a multi-class deep neural network is used to tag the jets as hadronically-decaying top quarks, Higgs bosons, W bosons or Z bosons.