The search for the production of $\text{t}\bar{\text{t}}\text{t}\bar{\text{t}}$ in $pp$ collisions at $\sqrt{s}\,=\,13\,$TeV is presented in this thesis for the full \lhc \runii dataset of 139$\,$fb$^{-1}\,$collected by the ATLAS experiment at CERN. With an expected cross-section of $\sigma_{\text{t}\bar{\text{t}}\text{t}\bar{\text{t}}}\,=\,11.97^{+18\%}_{-21\%}\,\text{fb}$, the process is one of the rarest being studied at the \lhc. This document focuses on high jet and b-jet multiplicities with one or two leptons of opposite charge. A Boosted Decision Tree and the sum of the transverse mo...

This thesis presents the search for the production of $t\bar{t}t\bar{t}$ from $pp$ collision at $\sqrt{s} = 13$ TeV. The analysed dataset has been collected by the ATLAS detector during the LHC Run 2, corresponding to an integrated luminosity of $139$ fb$^{-1}$. The analysis uses events containing either one lepton or two leptons with opposite-sign charges, at large jet and $b$-jet multiplicities. The output of a Boosted Decision Tree is used as a discriminating variable in a profile likelihood fit for the measurement of the $t\bar{t}t\bar{t}$ signal strength $\mu_{t\bar{t}t\bar{t}} = \sigm...

A search for events containing four top quarks (ttbar-ttbar) is reported from proton-proton collisions recorded by the CMS experiment at sqrt(s) = 13 TeV and corresponding to an integrated luminosity of 2.6 inverse femtobarns The analysis considers the single-lepton (e or mu)+jets and the opposite-sign dilepton (mu+mu-, mu+/- e-/+, or e+e- )+jets channels. It uses boosted decision trees to combine information on the global event and jet properties to distinguish between ttbar-ttbar and ttbar production. The number of events observed after all selection requirements is consistent with expectations from background and standard model signal predictions, and an upper limit is set on the cross section for ttbar-ttbar production in the standard model of 94 fb at 95% confidence level (10.2 times the prediction), with an expected limit of 118 fb. This is combined with the results from the published CMS search in the same-sign dilepton channel, resulting in an improved limit of 69 fb at 95% confidence level (7.4 times the prediction), with an expected limit of 71 fb. These are the strongest constraints on the rate of ttbar-ttbar production to date.

The field of particle physics involves not only searches for new particles and measurements of their interactions, but also the design and construction of advanced particle detectors.This thesis presents the measurement of the production cross section of four top quarks in proton-proton collisions at a center-of-mass energy of 13 TeV using 137 fb−1 of integrated luminosity recorded by the CMS experiment at the LHC. This analysis considers events in the final state of a same-sign pair of leptons, notable for being a final state with relatively few Standard Model background events. A boosted decision tree is utilized to discriminate four top quark events from background events. The four top quark production cross section is measured to be 12.6+5.8−5.2 fb, consistent with the Standard Model prediction. This measurement is used to constrain the top quark's Yukawa coupling as well as various theories beyond the Standard Model.This thesis also describes the construction and testing of silicon pixel detector modules used in the Phase I upgrade of the CMS pixel detector, and optimization of electron reconstruction methods using the new detector. The role of automated module assembly and quality assurance will be discussed, as well as work towards the construction of a high precision silicon strip detector based telescope.