Machine learning-based system reliability analysis with Gaussian Process Regression

Understand

Machine learning-based reliability analysis methods have shown great advancements for their computational efficiency and accuracy.

• Recently, many efficient learning strategies have been proposed to enhance the computational performance.
• However, few of them explores the theoretical optimal learning strategy.
• In this article, we propose several theorems that facilitates such exploration.