A framework for fully autonomous design of materials via multiobjective optimization and active learning: challenges and next steps

Tyler H. Chang, Jakob R. Elias, Stefan M. Wild +2

In order to deploy machine learning in a real-world self-driving laboratory where data acquisition is costly and there are multiple competing design criteria, systems need to be ab…