research
∙
11/25/2019
Machine-learned metrics for predicting the likelihood of success in materials discovery
Materials discovery is often compared to the challenge of finding a need...
share
research
∙
11/25/2019
Machine-learned metrics for predicting thelikelihood of success in materials discovery
Materials discovery is often compared to the challenge of finding a need...
research
∙
11/06/2019
Assessing the Frontier: Active Learning, Model Accuracy, and Multi-objective Materials Discovery and Optimization
Discovering novel materials can be greatly accelerated by iterative mach...
research
∙
11/02/2017
Overcoming data scarcity with transfer learning
Despite increasing focus on data publication and discovery in materials ...
research
∙
11/01/2017
Building Data-driven Models with Microstructural Images: Generalization and Interpretability
As data-driven methods rise in popularity in materials science applicati...
research
∙
04/21/2017
