Essays about: "Daniel Gautam"

Found 2 essays containing the words Daniel Gautam.

  1. 1. Non-linear effects in the ATLAS track-counting luminosity measurement

    University essay from Uppsala universitet/Högenergifysik

    Author : Daniel Gautam; [2023]
    Keywords : Particle physics; CERN; ATLAS; Track counting; Luminosity; Monte Carlo; Track Selection;

    Abstract : In this thesis the linearity of the ATLAS track-counting luminosity measurement is studied using two different sets Monte Carlo simulated crossings of proton-proton bunches. A primary high-momentum, or hard, interaction must be chosen for the Monte Carlo simulation. READ MORE

  3. 2. Search for Stop using Machine Learning : A Bachelors Project in Physics

    University essay from Stockholms universitet/Fysikum

    Author : Daniel Gautam; [2021]
    Keywords : Particle physics; ATLAS; Supersymmetry; Machine learning; Deep neural network; Stop; Top squark; Binary classification;

    Abstract : In this thesis the application of machine learning algorithms as a tool in the search for top squark is studied. Two neural network models are trained with simulated stop events as signal against dileptonic and semi-leptonic top pair production events as background. READ MORE