This code package implements the density integration and uncertainty quantification methodology for BOS outlined in:

Rajendran, L. K., Zhang, J., Bhattacharya, S., Bane, S., & Vlachos, P. (2019). Uncertainty quantification in density estimation from background oriented schlieren (BOS) measurements.Measurement Science and Technology. doi:10.1088/1361-6501/ab60c8

Please cite the above paper if you use this code package for your work.

sample_script.py is a sample python script that loads the sample dataset in 'sample-data.mat' and calls the density integration + uncertainty quantification function to perform the calculations. It saves the result to 'sample-result.mat' and a figure to 'sample-result.png'

License

PavlosVlachosGroup/bos-uncertainty-package

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