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ParaSweep

A generalised tool for sensitivity analysis of defect equilibria

The tool goes through a series of steps to conduct a sensitivity analysis for a desired parameter:

  • A datafile of the defect equilibria data at each parameter increment is populated
  • The datafile is parsed and a plot of the defect equilibria at each increment is generated
  • The individual plots are stitched together to create a visualisation of a parameter sweep (ParaSweep!)

Example output:

In the above example, system temperature was chosen as the parameter to sweep across (500 < T < 2000). The sweeping parameter can, however, be any one of the inputs to the data generation script.

For example, the band gap of an insulating material:

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A generalised tool for sensitivity analysis

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