This supplementary material contains the experimental codes written by R in the paper named "Bayesian Optimization of Robustness Measures under Input Uncertainty: A Randomized Gaussian Process Upper Confidence Bound Approach." 

This script computes, the regret for each trial and iteration, and outputs these results as matrix files 
("result_mat_exp.txt," "result_mat_ptr.txt," "result_mat_exp_mae.txt").

The "2D synthetic" and "6D synthetic" folders contain documents, "GP.txt," "GP1.txt," "GP2.txt," "GP3.txt," "GP4.txt."

The values included in these documents are sample paths generated from a Gaussian process for each trial.

The "Carrier lifetime" folder contains one document, "Dataset-Target-E6.txt."

The values included in "Dataset-Target-E6.txt" are carrier lifetime values of silicon ingots (3rd column) and two-dimensional coordinates of observed points (1st and 2nd columns).

