Deep Machine Learning in the search for new bosons at the Large Hadron Collider”
Researcher: Nkateko Baloyi, University of the Witwatersrand, Johannesburg
Supervisors: Professor Bruce Mellado, University of the Witwatersrand, Johannesburg
The search for new Bosons implies that protons in the LHC collide at very high energies and high Luminosity. High luminosity increases the probability of discovering new particles be-yond the standard model (BMS) and also increases the back-ground. The aim is to define a Machine learning algorithm that can suppress the background for signal enhancement and be applied on the search for new bosons.