Essays about: "Mono-Z signatures"

Found 3 essays containing the words Mono-Z signatures.

1. 1. Mono-X signal characterisation from two-component DarkMatter using Neural Networks

   University essay from Uppsala universitet/Högenergifysik

   Author : Max Fusté Costa; [2023]
   Keywords : ;

   Abstract : In the recent decade, neural networks have become one of the leading tools in the search for the elusive nature of dark matter and its interactions through the analysis of numerically simulated data. This project introduces a minimal dark sector consisting of three additional fields and studies it through two mono-X signatures,mono-jet and mono-Z. READ MORE

3. 2. Dark Matter signals at the Large Hadron Collider with Deep Learning

   University essay from Uppsala universitet/Institutionen för informationsteknologi

   Author : Max Andersson; Edward Glöckner; Carl Löfkvist; [2023]
   Keywords : Machine Learning; Dark Matter; Classification; Regression; Particle Physics; Supersymmetry; LHC; CERN;

   Abstract : While holding a firm position in popular culture and science fiction, Dark Matter (DM) is nonetheless a highly relevant topic at the forefront of modern particle physics. We study the applicability of characterizing DM particle candidates SUSY neutralino and sneutrino using Deep Learning (DL) methods. READ MORE

4. 3. Looking for mono-Z signatures in Z-boson and scalar dark matter interactions

   University essay from Uppsala universitet/Högenergifysik

   Author : Magnus Bertilsson; [2021]
   Keywords : Scalar Dark Matter; Z boson; Mono-Z signatures;

   Abstract : Even though there is a multitude of observational evidence from cosmology and astrophysics, the standard model does not include a suitable dark matter candidate and therefore physics beyond the standard model is necessary. There are hypotheses of what the particle candidate could be coming from theories such as supersymmetry or extra dimensions. READ MORE