We performed further simulations to compare pre-repair to post-repair for both qNEHVI-BO and EGBO on the AgNP synthesis problem with the experimentally collected datapoints, to perform additional numerical simulations. Simulations allow us to perform 10 runs of optimization with different initialization points and perform statistical analysis for a fair comparison of the two repair processes.