Speeding up high-throughput characterization of materials libraries by active learning: autonomous electrical resistance measurements

Abstract

An autonomous measurement algorithm was implemented in a resistance measurement device which scans materials libraries using active learning. By stopping once a sufficient accuracy is reached, an efficiency improvement of 70–90% can be achieved.