Examples

Examples:

• Basic Example
  • Data import
  • Calculation of additional quantities
  • Reset the phase space to required columns
  • Basic analytics
  • Seperating, adding, and subtracting phase space objects
  • Twiss parameters
  • Exporting the data
• Writing a new data loader
• Reading IAEA phase space
  • The IAEA format
  • Reading an IAEA phase space file
  • When things don’t work quite so well…
  • Next steps
• Writing a new data exporter
  • Testing the data export
• Plotting
  • Demo Data
• energy_hist_1D
• position_hist_1D
• momentum_hist_1D
• particle_positions_scatter_2D
• particle_positions_hist_2D
• transverse_trace_space_scatter_2D
• transverse_trace_space_hist_2D
• n_particles_v_time
• radial_energy_boxplot
• fluence_map_2D
• Transformation of phase space data
  • Translations
  • Rotations
  • Rotation of momentum
  • Projection
  • Regridding
  • Other (less supported!) transformations
• Working with different units
  • Available units
  • Setting units at data read in
  • Changing units after read in
  • Defining new unit sets
• Compress phase space via regrid/merge operations
  • Particle Positions
  • Energy
  • Momentum
  • Trace Space
  • Notes/ Conclusions
• Up/Down sampling phase space data using gaussian KDE
  • Example: Downsampling a large phase space
  • Ad-hoc data cleaning steps
  • Compare original to downsampled:
  • Momentum