Description: This directory contains the presentation and MATLAB code for the 2019 SPIE short course on Uncertainty Quantification.

Data Files: The DRAM code can be downloaded from the websites
                                 http://helios.fmi.fi/~lainema/mcmc/

Zipped version of the DRAM code: MCMC_STAT.zip



MATLAB files for global sensitivity analysis:
         spring_morris.m
         spring_Saltelli.m


MATLAB files to perform Bayesian inference and construct prediction intervals for the Helmholtz energy:
       Helmholtz_DRAM.m
        Helmholtz_ss.m
        energy_eval.m
        energy_fun.m
        Helmholtz.txt
        

MATLAB files to construct prediction intervals for the spring equation:
        spring_dram.m
        springss.m
        spring_fun.m
        mcmcplot_custom.m
MATLAB files for surrogate model construction:        RESPONSE_SURFACE.zip


Presentation:
         AFRL_Short_Course.pdf