Figure 5
From: Uncertainty-aware mixed-variable machine learning for materials design

Illustration of the behaviors of LVGP and Lolo fitting the 2D Rastrigin function, with 20 (initial) and 60 (BO expanded) samples. For clarity, we only show three levels of categorical variable t out of eleven in total.