Fig. 5: Pairwise plot demonstrating correlations and trade-offs between the 5 constraints applied to the design space.
From: Bayesian optimization with active learning of design constraints using an entropy-based approach
Alloys that are comprised of more than 50% of a particular element are colored accordingly. Alloys that do not have a majority element are colored in gray. Diagonal rows depict property distributions for each class of alloy. The lower-left triangle depicts Kernel Density Estimate (KDE) estimates over joint property distributions to better visualize the structure of the data.
