Application of batch learning for boosting high-throughput ab initio success rates and reducing computational effort required using data-driven processes

Robin Hilgers, Daniel Wortmann, Stefan Blügel

The increased availability of computing time, in recent years, allows for systematic high-throughput studies of material classes with the purpose of both screening for materials wi…