Uncertainty Quantification in Machine Learning for Engineering Design and Health Prognostics: A Tutorial

Venkat Nemani, Luca Biggio, Xun Huan +6

On top of machine learning models, uncertainty quantification (UQ) functions as an essential layer of safety assurance that could lead to more principled decision making by enablin…