Table 3 The top 5 important factors selected by BMARS for the maximum bulk modulus K in MAX phases with the initial set of sample size N ∈ {2, 5, 10, 15, 20}.
From: Bayesian optimization with adaptive surrogate models for automated experimental design
Setting | Top 1 | Top 2 | Top 3 | Top 4 | Top 5 |
|---|---|---|---|---|---|
N = 2 | \(\frac{e}{a}\) | ColA | APF | Idist | c |
N = 5 | ColA | Idist | APF | \(\frac{e}{a}\) | c |
N = 10 | ColA | \(\frac{e}{a}\) | APF | Idist | a |
N = 15 | ColA | \(\frac{e}{a}\) | APF | Idist | c |
N = 20 | ColA | APF | \(\frac{e}{a}\) | Idist | a |
