Leveraging Uncertainty from Deep Learning for Trustworthy Materials Discovery Workflows

Jize Zhang, Bhavya Kailkhura, T. Yong-Jin Han

In this paper, we leverage predictive uncertainty of deep neural networks to answer challenging questions material scientists usually encounter in machine learning based materials…