Fig. 1: Enabling development of improved ML for guiding discoveries in polymer science.

a The workflow for enabling consumption of historical and automated experimentation data in generative models using the IBM Materials Notebook and CMDL. b Workflow of how data is processed within the IBM Materials Notebook. Colors in both panels are for visual differentiation of each stage in the workflow.