fig4

Knowledge-enabled data-driven smart design of ultra-strong ductile near-α titanium alloys under extreme conditions

Figure 4. Preliminary screening results of strength feature engineering. (A) Pearson correlation coefficient matrix among features; (B) MI between features and target variables; (C) Feature importance ranking based on the RF model. MI: Mutual information; RF: random forest; EWF: electron work function; B/G: bulk/shear modulus; VEC: valence electron concentration.

Journal of Materials Informatics
ISSN 2770-372X (Online)
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