Uncertainty Quantification in Multivariable Regression for Material Property Prediction with Bayesian Neural Networks

Longze Li, Jiang Chang, Aleksandar Vakanski +3

With the increased use of data-driven approaches and machine learning-based methods in material science, the importance of reliable uncertainty quantification (UQ) of the predicted…