Search for Dark Matter produced in association with bottom quarks in $\sqrt{s}$ = 13 TeV proton-proton collisions with the CMS detector

Dark matter is hypothesized to constitute about 80% of the total matter in the universe. While existence and effects of dark matter are quite evident in astrophysical observations, it has not yet been experimentally observed. Besides direct and indirect searches for dark matter, collider experiments also present us with a possibility to produce and detect dark matter in the laboratory. A search for dark matter produced in association with bottom quarks in proton-proton collisions at a center of mass energy of $\sqrt{s}$ = 13 TeV is presented in this thesis. The data collected by the Compact Muon Solenoid (CMS) experiment at CERN in 2016 is used for the analysis. We look at a final state containing high missing transverse energy and one or two jets produced from bottom quarks. Several control regions are defined to model the major backgrounds present in the signal regions. Hence, the signal is extracted through simultaneous fits on the signal and control regions. The results are interpreted by finding Asimov limits to the production cross section of dark matter in this channel for various mass points of the mediator, for both scalar and pseudoscalar mediators, using the simplified dark matter model.