MATLAB Toolbox for Uncertainty Quantification for Velocity Space Tomography

About

This is the documentation for the MATLAB Toolbox for Uncertainty Quantification for Velocity Space Tomography. The code was written during the fall of 2020 as a part of my Bachelor project.

Author

Viktor Stenby Johansson

Supervisors

Per Christian Hansen

Yiqiu Dong

Jakob Sauer Jørgensen

Mirko Salewski

Contents:

• Installation
  • The MATLAB Toolbox
  • mosek
  • Folder structure and other dependencies
• Functions
  • Fast Ion Distributions
  • Analytic Velocity Distributions
  • Forward Model
  • Solvers
  • Samplers
  • Auxilary functions
• Examples
  • Tikhonov reconstructions for a bi-Maxwellian distribution
  • Uncertainty Quantification for a bi-Maxwellian distribution