A Benchmark on Uncertainty Quantification for Deep Learning Prognostics

1 code implementation • 9 Feb 2023 • Luis Basora, Arthur Viens, Manuel Arias Chao, Xavier Olive

The assessment includes RUL prediction accuracy, the quality of predictive uncertainty, and the possibility to break down the total predictive uncertainty into its aleatoric and epistemic parts.

Active Learning Decision Making +2