John Darges

Extreme learning machines for variance-based global sensitivity analysis

2022 · arXiv (Cornell University)

Variance-based global sensitivity analysis (GSA) can provide a wealth of information when applied to complex models. A well-known Achilles' heel of this approach is its computational cost which often renders it unfeasible in practice. An …