fig11

Big data-assisted digital twins for the smart design and manufacturing of advanced materials: from atoms to products

Figure 11. Database and data mining of HCP Ti95X1 from HT first-principles calculations[75]. (a, b) Periodic tables illustrating several dominant properties, including c/a ratio, electron work function (Φ), Fermi energy (EF), lattice distortion energy (ΔELD) and bonding charge density isosurface (Δρ = 0.025 e- Å-3). (c-h) Different variation tendencies of c/a ratio change (Δc/a), volume change (ΔV), ΔΦ, bulk modulus (B) and its first derivative (B'), and ΔEld referred to various reference states.

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