MHD and Particle Data Analysis

This repository contains tools for analyzing MHD (Magnetohydrodynamics) and particle data, including visualization, extremum detection, and distribution analysis. The MHD code that I use is the Black Hole Accretion Code (BHAC) (bhac.science).

Requirements

• Python 3.8+
• Required Python packages:

  numpy
  pandas
  matplotlib
  seaborn
  scipy
  skimage
  PLASMAtools
  cmasher  
  
  

To run,

python main.py --i 100 --folder data/

Outputs

Plots:

• Combined E/B ratio and magnetic energy plots.
• -Particle overlays on VTU data.
• Particle distribution histograms.

Statistics: -CSV files with O-point and X-point statistics.