DeepUQ: Assessing the Aleatoric Uncertainties from two Deep Learning Methods

Rebecca Nevin, Aleksandra Ćiprijanović, Brian D. Nord

Assessing the quality of aleatoric uncertainty estimates from uncertainty quantification (UQ) deep learning methods is important in scientific contexts, where uncertainty is physic…