Machine learning has emerged as an effective approach for developing predictive models for high-throughput screening of materials 1,2,3,4,5,6,7,8. For example, machine-learned models for formation ...

Since Linus Pauling developed the concept of electronegativity, various heuristic models have been developed to estimate the capability of chemical elements to form stable compounds. All these models ...