Title Search for the Higgs Boson Produced in Association with Top Quarks with the CMS Detector at the LHC Author(s) Martin Perez, Cristina Publication Cham, 1. Imprint: Springer 2. Springer International Publishing, 2022. Description XIII, 283 p. 170 illus., 158 illus. in color : online resource Abstract Note In this book, the interaction between the Higgs boson and the top quark is studied with the CMS detector at the LHC via the search for the associate production of the Higgs boson with one (tH) or two (ttH) top quarks. These processes are very rare and thus a high particle selection efficiency by the trigger system is essential. The selection of hadronically decaying tau leptons, expected from the Higgs boson decays, is tackled in the first part, where the trigger is optimized for Run 2 and Run 3 and a novel machine-learning based trigger for the High-Luminosity LHC is developed. The second part presents the analysis of tH and ttH where the Higgs boson decays into tau leptons, W or Z bosons with Run 2 data. The presence of multiple particles in the final state leads to the use of multivariant discriminants based on machine learning and the Matrix Element Method. The sophisticated methods used and the unprecedented amount of data result in the most precise cross section measurements to date ISBN,Price 9783030902063 Keyword(s) 1. Data Analysis and Big Data 2. EBOOK 3. EBOOK - SPRINGER 4. Elementary particles (Physics) 5. Elementary Particles, Quantum Field Theory 6. MACHINE LEARNING 7. Quantitative research 8. QUANTUM FIELD THEORY Item Type Book Multi-Media Links Please Click here for eBook Circulation Data Accession#   Call# Status Issued To Return Due On Physical Location I12497     On Shelf