The work presented in this PhD dissertation is the first search at
CMS for Higgs bosons produced in association with top quarks (ttH)
in a final state consisting of only jets. The results presented in
this book uncover a new class of ttH events that will help us
elucidate our understanding of the Yukawa sector interactions
between the Higgs boson and the top quark. Despite this being the
most common decay signature for ttH, a large contamination of SM
backgrounds makes it the most challenging for extracting a signal
from data. The PhD thesis presents many sophisticated tools and
techniques that were developed in order to overcome these
challenges. These tools pave the way for future analyses to
investigate other standard model and beyond-standard model physics.
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