Search for the Vector Boson Fusion Production of the Higgs Boson in the H -> WW -> lnulnu Channel using Support Vector Machines.

Wetter, Jeffrey.


  • Abstract: This thesis presents a search for vector boson fusion production of Higgs bosons in the H->WW->lnulnu channel using the 20fb^-1 2012 ATLAS data set. The analysis uses support vector machines in order to distinguish signal and background events. First, an analysis is performed using a 2-class support vector machine, designed to separate signal events from all backgrounds. In addition, ... read more
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