DWG-Optimisation

This project started work towards optimising parameters of the Luna prop_capillary method.

Current Progress:

• Interactive comparison plots for a single mode of the signal. The peak gives some indication of how effective the paremeters are at minimising peak wavelength. Default values are assigned for all but 1 parameter, which is varied about its default value.

• We have also been able to run the simulation via a python script, allowing for plotting and optimisation in python.

Files to Run:

DUV_comparison_plots.jl

Interactive plotting tool. Allows comparison of how different parameters vary the single mode of the signal.

Sim_python

Runs the Luna prop_capillary julia method in python natively.

RDWemission_DUV.jl

An original Luna example file, used to run an example simulation and plot the data in various ways.

Additional files

API_example.py

An example of how the Julia-Python API works to act as reference for future progress.

Playground.jl

A simple julia file, used in the API_example.py file to illustrate how julia functions defined in a script can be run in Python

time_1d_edit.jl

The Luna function time_1d was edited to allow for multiple plots to be made on the same figure. Additional functions used in DUV_comparison_plots.jl were also defined in the file.

plotparams.py

Attractive matplotlib.pyplot parameters for plotting in Python.

Plots

There are 2 folders containing plots:

LunaPlots

The output files from the RDWemission_DUV.jl file.

ComparisonPlots

The output files from the DUV_comparison_plots.jl file. In these instances, the options are set as "all" (ie plot all parameters), and "0.2" (ie maximum difference from default value is 0.2).