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The black bars in Figure 20 show the hydrophobe exclusion volume of different ions, as well as the well-known observation that the smaller ions tend to have the larger exclusion volumes

Gradient boosting builds the weak models in a stage-wise fashion and generalizes them by allowing optimization of an arbitrary differentiable loss function

The overall screening workflow is presented as following: Step 1: Starting from ~30,000 ternary compounds in the Materials Project database, we applied initial filters to narrow down candidates: (i) inclusion in one of 7 representative space groups