Physical descriptor for the Gibbs energy of inorganic crystalline solids and temperature-dependent materials chemistry.

ABSTRACT: The Gibbs energy, G, determines the equilibrium conditions of chemical reactions and materials stability. Despite this fundamental and ubiquitous role, G has been tabulated for only a small fraction of known inorganic compounds, impeding a comprehensive perspective on the effects of temperature and composition on materials stability and synthesizability. Here, we use the SISSO (sure independence screening and sparsifying operator) approach to identify a simple and accurate descriptor to predict G for stoichiometric inorganic compounds with ~50 meV atom^-1 (~1 kcal mol^-1) resolution, and with minimal computational cost, for temperatures ranging from 300-1800 K. We then apply this descriptor to ~30,000 known materials curated from the Inorganic Crystal Structure Database

SUBMITTER: Bartel CJ 

PROVIDER: S-EPMC6177451 | biostudies-literature | 2018 Oct

REPOSITORIES: biostudies-literature