Naturally-meaningful and efficient descriptors: machine learning of material properties based on robust one-shot ab initio descriptors

Sherif Abdulkader Tawfik, Salvy P. Russo

Establishing a data-driven pipeline for the discovery of novel materials requires the engineering of material features that can be feasibly calculated and can be applied to predict…