Romain Mueller

An Active Learning Reliability Method for Systems with Partially Defined Performance Functions

2022 · arXiv (Cornell University)

In engineering design, one often wishes to calculate the probability that the performance of a system is satisfactory under uncertainty. State of the art algorithms exist to solve this problem using active learning with Gaussian …