Microstructure-based Variational Neural Networks for Robust Uncertainty Quantification in Materials Digital Twins

Andreas E. Robertson, Samuel B. Inman, Ashley T. Lenau +4

Aleatoric uncertainties - irremovable variability in microstructure morphology, constituent behavior, and processing conditions - pose a major challenge to developing uncertainty-r…