Master by Research (MRes) project of Bogdan Mishchenko :"Simulation, reconstruction, Physics sensitivity studies for the SiD(Sillicon Detector) "
Project Aim
The main aim of the project is the Physics sensitivity studies(Higgs physics, top quark
Physics, beyond standart model physics) at future ILC(International Linear Collider). The
project focused on simulation, reconstruction, physics analysis of of the results Tracking system from
SiD(Sillicon Detector).
Below you can find link to the brief report on the progress:
SiD detector model
SiD detector mentioned above is the one of two detector concepts proposed for ILC. Below you can see layout of the detector. My thesis is focused mostly on the Tracker subsystem. Please refer to the report that will be attached later on for more details on it.
Aim of the MC Truth Tracking is to get make sure that we can get sensible results from analysis of the data from the simulation/reconstruction chain.
Below you can find Pulls distribution track parameters, which indicate good performance of the MC Truth Tracking:
- pull_residuals_40.jpg:
Pattern recognition
Pattern recognition is a field of applied mathematics, which aim is the classification of objects. For instance, position measurements along particle trajectories can be classified as different physical objects. Please refer to the report that will be attached later on for more details on it.
Tracker optimization studies
The aim of the optimization studies is to optimize particularly, Tracking system for the best price/performance ratio. For example, We can look how each layer of tracker perform or how the tracking system perform with pixels versus performance with strips. For more details please refer to the report that will be attached latter on for more details on it.
Physics sensitivity studies
Physics studies for
SiD can be following : precise Higgs physics measurements or searches for new physics like composite Higgs models, top quarks physics.Please refer to the report that will be attached later on for more details on it.
Marlin tips
For more options of running Marlin:
Marlin -?
Particularly useful:
Marlin -c SiDReconstruction_v03_160711.xml (check given steering file for consistency)