  Naturalness considerations, together with the non-observation of
superpartners of the Standard Model particles at the Large Hadron Collider
(LHC) so far, favor supersymmetric (SUSY) models in which third generation
squarks are significantly lighter than those of the first two generations. In
such models, gluino pair-production is typically the dominant SUSY production
process at the LHC, and it often leads to final states with multiple top
quarks. Some of these top quarks may be relativistic in the lab frame, in which
case their hadronic decays may produce "top jets". We propose that the recently
developed techniques for tagging top jets can be used to boost sensitivity of
the LHC searches for this scenario. For example, within the simplified model
used for this study, we estimate that a search with 2 top-tagged jets can probe
gluino masses of up to about 1 TeV at the 7 TeV LHC with 30 inverse fb
integrated luminosity.
