Neural Networks Search for Charged Higgs Boson of Two Doublet Higgs Model at the Hadrons Colliders

摘要

In this work, we present an analysis of a search for charged Higgs boson inthe context of Two Doublet Higgs Model (2HDM) which is an extension of theStandard Model of particles physics. The 2HDM predicts by existence scalarsector with new five Higgs bosons, two of them are electrically charged and theother three Higgs bosons are neutral charged. Our analysis based on the MonteCarlo data produced from the simulation of 2HDM with proton antiprotoncollisions at the Tevatron $\sqrt{s}=1.96$ TeV (Fermi Lab) and proton protoncollisions at the LHC $\sqrt{s}=14$ TeV (CERN) with final state includeselectron , muon , multiple jets and missing transverse energy via theproduction and decay of the new Higgs in the hard process$pp(\bar{p})\rightarrow t\bar{t}\rightarrow H^{+}b H^{-}\bar{b}$